commit

README.md

@@ -2,11 +2,13 @@
 language:
 - en
 license: cc0-1.0
+
 size_categories:
 - n<1K
 task_categories:
 - other
 pretty_name: Multimodal AI Taxonomy
+short_description: Exploring a multimodal AI taxonomy
 tags:
 - multimodal
 - taxonomy

data/taxonomy_3d-model_creation.jsonl

@@ -1,2 +1,5 @@
 {"id": "text-to-3d", "name": "Text to 3D Model", "input_primary": "text", "input_secondary": [], "output_primary": "3d-model", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"generationType\": \"3d-synthesis\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["3D asset generation", "Rapid prototyping", "Game asset creation"], "metadata_platforms": ["Replicate", "Meshy", "3DFY"], "metadata_example_models": ["Point-E", "Shap-E", "DreamFusion"], "relationships": "{}", "output_modality": "3d-model", "operation_type": "creation"}
 {"id": "img-to-3d", "name": "Image to 3D Model", "input_primary": "image", "input_secondary": [], "output_primary": "3d-model", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"generationType\": \"3d-reconstruction\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["3D reconstruction", "Object digitization", "Asset creation from photos"], "metadata_platforms": ["Replicate", "Meshy", "Luma AI"], "metadata_example_models": ["Zero-1-to-3", "Wonder3D"], "relationships": "{}", "output_modality": "3d-model", "operation_type": "creation"}
+{"id": "multimodal-img-to-3d", "name": "Multi-Image to 3D Model", "input_primary": "image", "input_secondary": ["image"], "output_primary": "3d-model", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"generationType\": \"3d-reconstruction\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Photogrammetry", "3D scanning", "Object reconstruction"], "metadata_platforms": ["Luma AI", "Polycam", "Reality Capture"], "metadata_example_models": ["NeRF", "Gaussian Splatting", "Photogrammetry"], "relationships": "{}", "output_modality": "3d-model", "operation_type": "creation"}
+{"id": "vid-to-3d", "name": "Video to 3D Model", "input_primary": "video", "input_secondary": [], "output_primary": "3d-model", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"generationType\": \"3d-reconstruction\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Video-based reconstruction", "Motion to 3D", "Scene capture"], "metadata_platforms": ["Luma AI", "Polycam"], "metadata_example_models": ["NeRF", "Gaussian Splatting"], "relationships": "{}", "output_modality": "3d-model", "operation_type": "creation"}
+{"id": "text-img-to-3d", "name": "Text + Image to 3D Model", "input_primary": "text", "input_secondary": ["image"], "output_primary": "3d-model", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"generationType\": \"3d-synthesis\", \"guidanceType\": \"text-and-visual\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Guided 3D generation", "Controlled asset creation", "Reference-based modeling"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "3d-model", "operation_type": "creation"}

data/taxonomy_3d-model_editing.jsonl

@@ -0,0 +1,4 @@
+{"id": "3d-to-3d-optimization", "name": "3D Model Optimization", "input_primary": "3d-model", "input_secondary": [], "output_primary": "3d-model", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"enhancement\", \"modification\": \"enhancement\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Polygon reduction", "LOD generation", "Performance optimization"], "metadata_platforms": ["Blender", "Maya", "Simplygon"], "metadata_example_models": [], "relationships": "{}", "output_modality": "3d-model", "operation_type": "editing"}
+{"id": "3d-to-3d-texturing", "name": "3D Model Texturing", "input_primary": "3d-model", "input_secondary": ["text"], "output_primary": "3d-model", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"modification\": \"enhancement\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Texture generation", "Material application", "PBR material creation"], "metadata_platforms": ["Experimental", "Adobe Substance"], "metadata_example_models": ["TEXTure", "Text2Tex"], "relationships": "{}", "output_modality": "3d-model", "operation_type": "editing"}
+{"id": "3d-to-3d-rigging", "name": "3D Model Rigging", "input_primary": "3d-model", "input_secondary": [], "output_primary": "3d-model", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"modification\": \"transformation\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Auto-rigging", "Skeleton generation", "Animation preparation"], "metadata_platforms": ["Mixamo", "AccuRIG"], "metadata_example_models": ["Mixamo Auto-Rigger"], "relationships": "{}", "output_modality": "3d-model", "operation_type": "editing"}
+{"id": "3d-to-3d-style-transfer", "name": "3D Style Transfer", "input_primary": "3d-model", "input_secondary": ["text", "image"], "output_primary": "3d-model", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"modification\": \"transformation\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Artistic 3D styling", "Model transformation", "Creative effects"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "3d-model", "operation_type": "editing"}

data/taxonomy_audio_creation.jsonl

@@ -1,3 +1,10 @@
 {"id": "text-to-audio", "name": "Text to Audio", "input_primary": "text", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "general", "characteristics": "{\"processType\": \"synthesis\", \"audioType\": \"general\", \"audioCategories\": [\"speech\", \"sound-effects\", \"music\", \"ambient\"]}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Sound effect generation", "Voiceover creation", "Audio asset production"], "metadata_platforms": ["Replicate", "ElevenLabs", "AudioCraft"], "metadata_example_models": ["AudioGen", "MusicGen"], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
 {"id": "text-to-speech", "name": "Text to Speech", "input_primary": "text", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "speech", "characteristics": "{\"processType\": \"synthesis\", \"audioType\": \"speech\", \"voiceCloning\": false}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Narration", "Accessibility", "Voice assistants"], "metadata_platforms": ["ElevenLabs", "Google Cloud", "Azure", "AWS"], "metadata_example_models": ["ElevenLabs", "Google WaveNet", "Azure Neural TTS"], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
 {"id": "text-to-music", "name": "Text to Music", "input_primary": "text", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "music", "characteristics": "{\"processType\": \"synthesis\", \"audioType\": \"music\", \"melodic\": true}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Background music generation", "Musical composition", "Soundtrack creation"], "metadata_platforms": ["Replicate", "Stability AI"], "metadata_example_models": ["MusicGen", "Stable Audio"], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
+{"id": "text-to-speech-voice-clone", "name": "Text to Speech (Voice Cloning)", "input_primary": "text", "input_secondary": ["audio"], "output_primary": "audio", "output_audio": false, "output_audio_type": "speech", "characteristics": "{\"processType\": \"synthesis\", \"audioType\": \"speech\", \"voiceCloning\": true}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Custom voice synthesis", "Personalized narration", "Voice preservation"], "metadata_platforms": ["ElevenLabs", "Replicate", "PlayHT"], "metadata_example_models": ["ElevenLabs", "XTTS", "Bark"], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
+{"id": "text-to-sound-effects", "name": "Text to Sound Effects", "input_primary": "text", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "sound-effects", "characteristics": "{\"processType\": \"synthesis\", \"audioType\": \"sound-effects\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["SFX generation", "Foley creation", "Game audio"], "metadata_platforms": ["Replicate", "AudioCraft"], "metadata_example_models": ["AudioGen", "AudioLDM"], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
+{"id": "img-to-audio", "name": "Image to Audio", "input_primary": "image", "input_secondary": ["text"], "output_primary": "audio", "output_audio": false, "output_audio_type": "general", "characteristics": "{\"processType\": \"synthesis\", \"audioType\": \"general\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Image sonification", "Scene audio generation", "Accessibility"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
+{"id": "music-to-music-style", "name": "Music Style Transfer", "input_primary": "music", "input_secondary": ["text"], "output_primary": "audio", "output_audio": false, "output_audio_type": "music", "characteristics": "{\"processType\": \"transformation\", \"audioType\": \"music\", \"melodic\": true}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Genre transformation", "Instrument swap", "Musical reimagining"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
+{"id": "vid-to-audio-extraction", "name": "Video to Audio Extraction", "input_primary": "video", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "general", "characteristics": "{\"processType\": \"transformation\", \"audioType\": \"general\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Audio extraction", "Soundtrack isolation", "Voice extraction"], "metadata_platforms": ["FFmpeg", "Standard tools"], "metadata_example_models": [], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
+{"id": "humming-to-music", "name": "Humming to Music", "input_primary": "audio", "input_secondary": ["text"], "output_primary": "audio", "output_audio": false, "output_audio_type": "music", "characteristics": "{\"processType\": \"synthesis\", \"audioType\": \"music\", \"melodic\": true}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Melody to full track", "Musical idea development", "Composition assistance"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
+{"id": "lyrics-to-music", "name": "Lyrics to Music", "input_primary": "text", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "music", "characteristics": "{\"processType\": \"synthesis\", \"audioType\": \"music\", \"melodic\": true, \"voiceCloning\": false}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Song generation", "Music composition", "Vocal track creation"], "metadata_platforms": ["Suno", "Udio", "Replicate"], "metadata_example_models": ["Suno", "Udio", "MusicGen"], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}

data/taxonomy_audio_editing.jsonl

@@ -1,2 +1,9 @@
 {"id": "audio-to-audio-inpainting", "name": "Audio to Audio (Inpainting)", "input_primary": "audio", "input_secondary": ["text"], "output_primary": "audio", "output_audio": false, "output_audio_type": "general", "characteristics": "{\"processType\": \"inpainting\", \"modification\": \"selective-editing\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Audio editing", "Sound design", "Audio restoration"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "audio", "operation_type": "editing"}
 {"id": "music-to-music-inpainting", "name": "Music to Music (Inpainting)", "input_primary": "audio", "input_secondary": ["text"], "output_primary": "audio", "output_audio": false, "output_audio_type": "music", "characteristics": "{\"processType\": \"inpainting\", \"modification\": \"selective-editing\", \"melodic\": true, \"audioSubtype\": \"music\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Music editing", "Compositional modifications", "Arrangement changes"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{\"parent\": \"audio-to-audio-inpainting\", \"note\": \"Music inpainting is a specialized subset of audio inpainting\"}", "output_modality": "audio", "operation_type": "editing"}
+{"id": "audio-to-audio-enhancement", "name": "Audio Enhancement", "input_primary": "audio", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "general", "characteristics": "{\"processType\": \"enhancement\", \"modification\": \"enhancement\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Noise reduction", "Quality improvement", "Audio cleanup"], "metadata_platforms": ["Adobe", "iZotope", "Replicate"], "metadata_example_models": ["Adobe Podcast", "Krisp", "Denoiser"], "relationships": "{}", "output_modality": "audio", "operation_type": "editing"}
+{"id": "audio-to-audio-restoration", "name": "Audio Restoration", "input_primary": "audio", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "general", "characteristics": "{\"processType\": \"enhancement\", \"modification\": \"restoration\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Historical recording restoration", "Audio artifact removal", "Damaged audio repair"], "metadata_platforms": ["iZotope", "Adobe", "Accusonus"], "metadata_example_models": ["iZotope RX", "Adobe Audition"], "relationships": "{}", "output_modality": "audio", "operation_type": "editing"}
+{"id": "audio-to-audio-voice-conversion", "name": "Voice Conversion", "input_primary": "audio", "input_secondary": ["audio"], "output_primary": "audio", "output_audio": false, "output_audio_type": "speech", "characteristics": "{\"processType\": \"transformation\", \"audioType\": \"speech\", \"voiceCloning\": true, \"modification\": \"transformation\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Voice swapping", "Dubbing", "Voice translation"], "metadata_platforms": ["ElevenLabs", "Respeecher", "Replicate"], "metadata_example_models": ["RVC", "So-VITS-SVC", "Respeecher"], "relationships": "{}", "output_modality": "audio", "operation_type": "editing"}
+{"id": "music-to-music-stem-separation", "name": "Music Stem Separation", "input_primary": "music", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "music", "characteristics": "{\"processType\": \"transformation\", \"audioType\": \"music\", \"modification\": \"selective-editing\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Vocal isolation", "Instrument extraction", "Remixing", "Karaoke creation"], "metadata_platforms": ["Spleeter", "Demucs", "Replicate"], "metadata_example_models": ["Demucs", "Spleeter", "Ultimate Vocal Remover"], "relationships": "{}", "output_modality": "audio", "operation_type": "editing"}
+{"id": "audio-to-audio-speed-change", "name": "Audio Speed/Pitch Modification", "input_primary": "audio", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "general", "characteristics": "{\"processType\": \"transformation\", \"modification\": \"transformation\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Tempo adjustment", "Pitch shifting", "Time stretching"], "metadata_platforms": ["Standard tools", "Adobe"], "metadata_example_models": ["Rubber Band", "Paulstretch"], "relationships": "{}", "output_modality": "audio", "operation_type": "editing"}
+{"id": "music-to-music-mastering", "name": "AI Music Mastering", "input_primary": "music", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "music", "characteristics": "{\"processType\": \"enhancement\", \"audioType\": \"music\", \"modification\": \"enhancement\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Automated mastering", "Mix enhancement", "Final polish"], "metadata_platforms": ["LANDR", "iZotope", "eMastered"], "metadata_example_models": ["LANDR", "iZotope Ozone"], "relationships": "{}", "output_modality": "audio", "operation_type": "editing"}
+{"id": "audio-to-audio-spatial", "name": "Spatial Audio Conversion", "input_primary": "audio", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "general", "characteristics": "{\"processType\": \"transformation\", \"modification\": \"transformation\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Stereo to spatial", "Binaural conversion", "3D audio creation"], "metadata_platforms": ["Dolby", "Sony", "Experimental"], "metadata_example_models": ["Dolby Atmos", "Sony 360 Reality Audio"], "relationships": "{}", "output_modality": "audio", "operation_type": "editing"}

data/taxonomy_image_creation.jsonl

@@ -1 +1,7 @@
 {"id": "text-to-img", "name": "Text to Image", "input_primary": "text", "input_secondary": [], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"generationType\": \"synthesis\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Concept art generation", "Product mockups", "Marketing assets"], "metadata_platforms": ["Replicate", "Stability AI", "Midjourney", "DALL-E"], "metadata_example_models": ["Stable Diffusion", "DALL-E 3", "Midjourney"], "relationships": "{}", "output_modality": "image", "operation_type": "creation"}
+{"id": "text-img-to-img", "name": "Text + Image to Image", "input_primary": "text", "input_secondary": ["image"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"generationType\": \"synthesis\", \"guidanceType\": \"text-and-visual\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Image-guided generation", "Style reference", "Composition guidance"], "metadata_platforms": ["Replicate", "Stability AI", "Midjourney"], "metadata_example_models": ["Stable Diffusion with ControlNet", "DALL-E 3", "Midjourney"], "relationships": "{}", "output_modality": "image", "operation_type": "creation"}
+{"id": "img-to-img-upscale", "name": "Image Upscaling", "input_primary": "image", "input_secondary": [], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"enhancement\", \"generationType\": \"synthesis\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Resolution enhancement", "Quality improvement", "Detail enhancement"], "metadata_platforms": ["Topaz", "Replicate", "Stability AI"], "metadata_example_models": ["Real-ESRGAN", "Topaz Gigapixel", "SUPIR"], "relationships": "{}", "output_modality": "image", "operation_type": "creation"}
+{"id": "vid-to-img-frame-extraction", "name": "Video to Image (Frame Extraction)", "input_primary": "video", "input_secondary": [], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"generationType\": \"synthesis\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Frame extraction", "Thumbnail generation", "Video analysis"], "metadata_platforms": ["FFmpeg", "Standard tools"], "metadata_example_models": [], "relationships": "{}", "output_modality": "image", "operation_type": "creation"}
+{"id": "3d-to-img-render", "name": "3D to Image (Rendering)", "input_primary": "3d-model", "input_secondary": [], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"rendering\", \"renderType\": \"3d-rendering\", \"generationType\": \"synthesis\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Product rendering", "3D visualization", "Architectural rendering"], "metadata_platforms": ["Blender", "Unreal Engine", "Unity"], "metadata_example_models": [], "relationships": "{}", "output_modality": "image", "operation_type": "creation"}
+{"id": "audio-to-img-visualization", "name": "Audio to Image (Visualization)", "input_primary": "audio", "input_secondary": ["text"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"audioVisualization\": true, \"generationType\": \"synthesis\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Album art generation", "Sound visualization", "Music imagery"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "image", "operation_type": "creation"}
+{"id": "sketch-to-img", "name": "Sketch to Image", "input_primary": "image", "input_secondary": ["text"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"generationType\": \"synthesis\", \"guidanceType\": \"text-and-visual\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Sketch refinement", "Concept development", "Design exploration"], "metadata_platforms": ["Replicate", "Stability AI"], "metadata_example_models": ["ControlNet Scribble", "Pix2Pix"], "relationships": "{}", "output_modality": "image", "operation_type": "creation"}

data/taxonomy_image_editing.jsonl

@@ -1 +1,12 @@
 {"id": "img-to-img", "name": "Image to Image", "input_primary": "image", "input_secondary": ["text"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"style-transfer\", \"enhancement\", \"editing\", \"inpainting\"]}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Image editing", "Style transfer", "Image enhancement", "Object removal/addition"], "metadata_platforms": ["Replicate", "Stability AI", "Midjourney"], "metadata_example_models": ["Stable Diffusion img2img", "ControlNet"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-inpainting", "name": "Image Inpainting", "input_primary": "image", "input_secondary": ["text"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"inpainting\", \"transformationTypes\": [\"inpainting\"], \"modification\": \"selective-editing\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Object removal", "Background extension", "Image repair", "Content-aware fill"], "metadata_platforms": ["Replicate", "Adobe", "Stability AI"], "metadata_example_models": ["Stable Diffusion Inpainting", "LaMa", "Adobe Firefly"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-outpainting", "name": "Image Outpainting", "input_primary": "image", "input_secondary": ["text"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"transformationTypes\": [\"editing\"], \"modification\": \"selective-editing\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Canvas extension", "Image expansion", "Background generation"], "metadata_platforms": ["Replicate", "DALL-E", "Stability AI"], "metadata_example_models": ["Stable Diffusion Outpainting", "DALL-E Outpainting"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-style-transfer", "name": "Image Style Transfer", "input_primary": "image", "input_secondary": ["image", "text"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"style-transfer\"], \"modification\": \"transformation\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Artistic style application", "Photo stylization", "Creative filters"], "metadata_platforms": ["Replicate", "Stability AI"], "metadata_example_models": ["StyleGAN", "Neural Style Transfer", "InstantStyle"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-colorization", "name": "Image Colorization", "input_primary": "image", "input_secondary": [], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"enhancement\"], \"modification\": \"enhancement\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Black and white colorization", "Historical photo restoration", "Photo enhancement"], "metadata_platforms": ["Replicate", "DeOldify"], "metadata_example_models": ["DeOldify", "Colorful Image Colorization"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-enhancement", "name": "Image Enhancement", "input_primary": "image", "input_secondary": [], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"enhancement\", \"transformationTypes\": [\"enhancement\"], \"modification\": \"enhancement\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Quality improvement", "Noise reduction", "Sharpening", "Dynamic range enhancement"], "metadata_platforms": ["Topaz", "Adobe", "Replicate"], "metadata_example_models": ["Topaz Photo AI", "Adobe Enhance"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-restoration", "name": "Image Restoration", "input_primary": "image", "input_secondary": [], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"enhancement\", \"transformationTypes\": [\"enhancement\"], \"modification\": \"restoration\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Old photo restoration", "Damaged image repair", "Artifact removal"], "metadata_platforms": ["Replicate", "Remini"], "metadata_example_models": ["GFPGAN", "CodeFormer", "Remini"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-background-removal", "name": "Background Removal", "input_primary": "image", "input_secondary": [], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"object-editing\"], \"modification\": \"selective-editing\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Background removal", "Subject isolation", "Product photography"], "metadata_platforms": ["Remove.bg", "Adobe", "Replicate"], "metadata_example_models": ["U2-Net", "RMBG", "SAM"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-relighting", "name": "Image Relighting", "input_primary": "image", "input_secondary": ["text"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"enhancement\"], \"modification\": \"enhancement\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Lighting adjustment", "Portrait relighting", "Scene mood change"], "metadata_platforms": ["Experimental", "Adobe"], "metadata_example_models": ["IC-Light"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-face-swap", "name": "Face Swap", "input_primary": "image", "input_secondary": ["image"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"object-editing\"], \"modification\": \"selective-editing\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Face replacement", "Identity swap", "Portrait editing"], "metadata_platforms": ["Replicate", "FaceSwap"], "metadata_example_models": ["InsightFace", "SimSwap", "Roop"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-depth-map", "name": "Depth Map Generation", "input_primary": "image", "input_secondary": [], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"editing\"]}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Depth estimation", "3D reconstruction prep", "Spatial understanding"], "metadata_platforms": ["Replicate", "HuggingFace"], "metadata_example_models": ["Depth-Anything", "MiDaS", "ZoeDepth"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-segmentation", "name": "Image Segmentation", "input_primary": "image", "input_secondary": ["text"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"object-editing\"], \"modification\": \"selective-editing\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Object isolation", "Semantic segmentation", "Masking"], "metadata_platforms": ["Replicate", "Meta"], "metadata_example_models": ["Segment Anything (SAM)", "Semantic Segment Anything"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}

data/taxonomy_text_creation.jsonl

@@ -0,0 +1,9 @@
+{"id": "audio-to-text-transcription", "name": "Audio to Text (Transcription)", "input_primary": "audio", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Speech transcription", "Meeting notes", "Subtitling", "Accessibility"], "metadata_platforms": ["OpenAI", "AssemblyAI", "Deepgram", "Google Cloud"], "metadata_example_models": ["Whisper", "AssemblyAI", "Deepgram Nova"], "relationships": "{}", "output_modality": "text", "operation_type": "creation"}
+{"id": "img-to-text-captioning", "name": "Image to Text (Captioning)", "input_primary": "image", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Image description", "Alt text generation", "Scene understanding", "Accessibility"], "metadata_platforms": ["OpenAI", "Google Cloud", "HuggingFace"], "metadata_example_models": ["GPT-4 Vision", "BLIP", "LLaVA", "Gemini Vision"], "relationships": "{}", "output_modality": "text", "operation_type": "creation"}
+{"id": "img-to-text-ocr", "name": "Image to Text (OCR)", "input_primary": "image", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Text extraction", "Document digitization", "Receipt scanning", "Data entry automation"], "metadata_platforms": ["Google Cloud", "AWS", "Azure", "Tesseract"], "metadata_example_models": ["Google Cloud Vision", "AWS Textract", "Tesseract", "EasyOCR"], "relationships": "{}", "output_modality": "text", "operation_type": "creation"}
+{"id": "vid-to-text-transcription", "name": "Video to Text (Transcription)", "input_primary": "video", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Video subtitling", "Content indexing", "Meeting transcription", "Accessibility"], "metadata_platforms": ["OpenAI", "AssemblyAI", "YouTube", "Rev"], "metadata_example_models": ["Whisper", "AssemblyAI", "Google Speech-to-Text"], "relationships": "{}", "output_modality": "text", "operation_type": "creation"}
+{"id": "vid-to-text-captioning", "name": "Video to Text (Captioning/Description)", "input_primary": "video", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Video description", "Content summarization", "Scene understanding", "Accessibility"], "metadata_platforms": ["OpenAI", "Google", "Experimental"], "metadata_example_models": ["GPT-4 Vision", "Gemini Video", "Video-LLaMA"], "relationships": "{}", "output_modality": "text", "operation_type": "creation"}
+{"id": "multimodal-to-text-vqa", "name": "Visual Question Answering", "input_primary": "image", "input_secondary": ["text"], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"guidanceType\": \"multimodal\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Image Q&A", "Visual information retrieval", "Educational applications", "Accessibility"], "metadata_platforms": ["OpenAI", "Anthropic", "Google"], "metadata_example_models": ["GPT-4 Vision", "Claude", "Gemini Vision"], "relationships": "{}", "output_modality": "text", "operation_type": "creation"}
+{"id": "3d-to-text-description", "name": "3D Model to Text (Description)", "input_primary": "3d-model", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["3D model description", "Asset cataloging", "Model understanding"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "text", "operation_type": "creation"}
+{"id": "music-to-text-transcription", "name": "Music to Text (Transcription)", "input_primary": "music", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Music notation", "Sheet music generation", "MIDI to score"], "metadata_platforms": ["Experimental", "AnthemScore"], "metadata_example_models": ["AnthemScore", "Audio to MIDI"], "relationships": "{}", "output_modality": "text", "operation_type": "creation"}
+{"id": "audio-to-text-diarization", "name": "Audio to Text (Speaker Diarization)", "input_primary": "audio", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Multi-speaker transcription", "Meeting notes with speakers", "Interview transcription"], "metadata_platforms": ["AssemblyAI", "Deepgram", "Pyannote"], "metadata_example_models": ["Pyannote", "AssemblyAI", "Whisper + Diarization"], "relationships": "{}", "output_modality": "text", "operation_type": "creation"}

data/taxonomy_text_editing.jsonl

@@ -0,0 +1,4 @@
+{"id": "text-to-text-translation", "name": "Text Translation", "input_primary": "text", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"modification\": \"transformation\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Language translation", "Localization", "Multilingual content"], "metadata_platforms": ["Google Translate", "DeepL", "OpenAI"], "metadata_example_models": ["Google Translate", "DeepL", "GPT-4", "NLLB"], "relationships": "{}", "output_modality": "text", "operation_type": "editing"}
+{"id": "text-to-text-summarization", "name": "Text Summarization", "input_primary": "text", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"modification\": \"transformation\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Document summarization", "Content condensation", "Abstract generation"], "metadata_platforms": ["OpenAI", "Anthropic", "HuggingFace"], "metadata_example_models": ["GPT-4", "Claude", "BART"], "relationships": "{}", "output_modality": "text", "operation_type": "editing"}
+{"id": "text-to-text-paraphrasing", "name": "Text Paraphrasing/Rewriting", "input_primary": "text", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"modification\": \"transformation\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Content rewriting", "Style adjustment", "Tone modification"], "metadata_platforms": ["OpenAI", "Anthropic", "QuillBot"], "metadata_example_models": ["GPT-4", "Claude", "QuillBot"], "relationships": "{}", "output_modality": "text", "operation_type": "editing"}
+{"id": "text-to-text-grammar-correction", "name": "Grammar & Spelling Correction", "input_primary": "text", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"enhancement\", \"modification\": \"enhancement\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Proofreading", "Error correction", "Writing improvement"], "metadata_platforms": ["Grammarly", "LanguageTool", "OpenAI"], "metadata_example_models": ["Grammarly", "LanguageTool", "GPT-4"], "relationships": "{}", "output_modality": "text", "operation_type": "editing"}

data/taxonomy_video_creation.jsonl

@@ -9,3 +9,8 @@
 {"id": "multimodal-img-audio-to-vid", "name": "Image + Audio to Video", "input_primary": "image", "input_secondary": ["audio"], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"synthesis\", \"audioGeneration\": \"reference-based\", \"motionType\": \"audio-driven\", \"lipSync\": false}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Audio-driven animation", "Dance video generation", "Music-driven motion"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
 {"id": "multimodal-text-img-to-vid", "name": "Text + Image to Video", "input_primary": "text", "input_secondary": ["image"], "output_primary": "video", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"guidanceType\": \"text-and-visual\", \"motionType\": \"guided\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Guided video generation", "Controlled animation", "Reference-based video creation"], "metadata_platforms": ["Replicate", "FAL AI"], "metadata_example_models": ["AnimateDiff with ControlNet"], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
 {"id": "3d-to-vid", "name": "3D Model to Video", "input_primary": "3d-model", "input_secondary": [], "output_primary": "video", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"rendering\", \"renderType\": \"3d-rendering\", \"motionType\": \"camera-path\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["3D visualization", "Product rendering", "Architectural visualization"], "metadata_platforms": ["Blender", "Unreal Engine", "Unity"], "metadata_example_models": [], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
+{"id": "music-to-vid", "name": "Music to Video", "input_primary": "music", "input_secondary": ["text"], "output_primary": "video", "output_audio": true, "output_audio_type": "music", "characteristics": "{\"processType\": \"synthesis\", \"audioVisualization\": true, \"motionType\": \"audio-reactive\", \"audioVideoSync\": true}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Music video generation", "Lyric videos", "Album visualizers"], "metadata_platforms": ["Replicate", "Experimental"], "metadata_example_models": ["Stable Diffusion Video"], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
+{"id": "text-to-vid-music", "name": "Text to Video with Music", "input_primary": "text", "input_secondary": [], "output_primary": "video", "output_audio": true, "output_audio_type": "music", "characteristics": "{\"processType\": \"synthesis\", \"audioGeneration\": \"synthesized\", \"audioPrompting\": \"text-based\", \"audioVideoSync\": true, \"motionType\": \"general\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Promotional videos", "Social media content", "Advertisement creation"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
+{"id": "img-to-vid-music", "name": "Image to Video with Music", "input_primary": "image", "input_secondary": ["text"], "output_primary": "video", "output_audio": true, "output_audio_type": "music", "characteristics": "{\"processType\": \"synthesis\", \"audioGeneration\": \"synthesized\", \"audioPrompting\": \"text-based\", \"motionType\": \"general\", \"audioCharacteristics\": [\"melodic\", \"rhythmic\"]}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Photo slideshow creation", "Social media posts", "Memory videos"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
+{"id": "vid-to-vid-upscale", "name": "Video Upscaling", "input_primary": "video", "input_secondary": [], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"enhancement\", \"audioHandling\": \"passthrough\", \"preserveAudio\": true}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Resolution enhancement", "Quality improvement", "Restoration"], "metadata_platforms": ["Topaz", "Replicate"], "metadata_example_models": ["Topaz Video AI", "Real-ESRGAN Video"], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
+{"id": "multimodal-vid-text-to-vid", "name": "Video + Text to Video", "input_primary": "video", "input_secondary": ["text"], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"transformation\", \"guidanceType\": \"text-and-visual\", \"audioHandling\": \"passthrough\", \"preserveAudio\": true, \"motionType\": \"guided\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Video-guided generation", "Motion transfer", "Style-guided video"], "metadata_platforms": ["Replicate", "RunwayML"], "metadata_example_models": ["Gen-2", "Pika"], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}

data/taxonomy_video_editing.jsonl

@@ -1,2 +1,9 @@
 {"id": "vid-to-vid-no-audio", "name": "Video to Video (No Audio)", "input_primary": "video", "input_secondary": ["text"], "output_primary": "video", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"style-transfer\", \"motion-modification\", \"object-editing\"], \"preserveAudio\": false}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Video style transfer", "Video editing", "Motion manipulation"], "metadata_platforms": ["Replicate", "RunwayML"], "metadata_example_models": ["Gen-2", "Video ControlNet"], "relationships": "{}", "output_modality": "video", "operation_type": "editing"}
 {"id": "vid-to-vid-preserve-audio", "name": "Video to Video (Preserve Audio)", "input_primary": "video", "input_secondary": ["text"], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"style-transfer\", \"motion-modification\", \"object-editing\"], \"preserveAudio\": true, \"audioHandling\": \"passthrough\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Video style transfer with audio", "Content transformation maintaining soundtrack"], "metadata_platforms": ["Replicate", "RunwayML"], "metadata_example_models": [], "relationships": "{}", "output_modality": "video", "operation_type": "editing"}
+{"id": "vid-to-vid-inpainting", "name": "Video Inpainting", "input_primary": "video", "input_secondary": ["text"], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"inpainting\", \"transformationTypes\": [\"object-editing\"], \"preserveAudio\": true, \"audioHandling\": \"passthrough\", \"modification\": \"selective-editing\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Object removal", "Background replacement", "Video cleanup"], "metadata_platforms": ["Replicate", "RunwayML", "Adobe"], "metadata_example_models": ["ProPainter", "E2FGVI"], "relationships": "{}", "output_modality": "video", "operation_type": "editing"}
+{"id": "vid-to-vid-enhancement", "name": "Video Enhancement", "input_primary": "video", "input_secondary": [], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"enhancement\", \"transformationTypes\": [\"enhancement\"], \"preserveAudio\": true, \"audioHandling\": \"passthrough\", \"modification\": \"enhancement\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Quality improvement", "Noise reduction", "Color grading", "Stabilization"], "metadata_platforms": ["Topaz", "Adobe", "Replicate"], "metadata_example_models": ["Topaz Video AI", "DAIN", "Real-ESRGAN"], "relationships": "{}", "output_modality": "video", "operation_type": "editing"}
+{"id": "vid-to-vid-interpolation", "name": "Video Frame Interpolation", "input_primary": "video", "input_secondary": [], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"enhancement\", \"transformationTypes\": [\"motion-modification\"], \"preserveAudio\": true, \"audioHandling\": \"passthrough\", \"modification\": \"enhancement\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Frame rate increase", "Slow motion creation", "Smooth motion"], "metadata_platforms": ["Topaz", "Replicate"], "metadata_example_models": ["RIFE", "DAIN", "Flowframes"], "relationships": "{}", "output_modality": "video", "operation_type": "editing"}
+{"id": "vid-to-vid-colorization", "name": "Video Colorization", "input_primary": "video", "input_secondary": [], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"enhancement\"], \"preserveAudio\": true, \"audioHandling\": \"passthrough\", \"modification\": \"enhancement\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Black and white restoration", "Historical footage colorization", "Archival restoration"], "metadata_platforms": ["Replicate", "DeOldify"], "metadata_example_models": ["DeOldify", "Video Colorization"], "relationships": "{}", "output_modality": "video", "operation_type": "editing"}
+{"id": "vid-to-vid-deepfake", "name": "Video Face Swap", "input_primary": "video", "input_secondary": ["image"], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"object-editing\"], \"preserveAudio\": true, \"audioHandling\": \"passthrough\", \"modification\": \"selective-editing\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Face replacement", "Character substitution", "Visual effects"], "metadata_platforms": ["Replicate", "DeepFaceLab"], "metadata_example_models": ["DeepFaceLab", "Roop", "FaceSwap"], "relationships": "{}", "output_modality": "video", "operation_type": "editing"}
+{"id": "vid-to-vid-relighting", "name": "Video Relighting", "input_primary": "video", "input_secondary": ["text"], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"enhancement\"], \"preserveAudio\": true, \"audioHandling\": \"passthrough\", \"modification\": \"enhancement\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Lighting adjustment", "Time of day change", "Mood alteration"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "video", "operation_type": "editing"}
+{"id": "vid-to-vid-segmentation", "name": "Video Segmentation", "input_primary": "video", "input_secondary": ["text"], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"object-editing\"], \"preserveAudio\": true, \"audioHandling\": \"passthrough\", \"modification\": \"selective-editing\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Background removal", "Object isolation", "Green screen replacement"], "metadata_platforms": ["Replicate", "Runway", "Unscreen"], "metadata_example_models": ["Segment Anything Video", "XMem", "Cutout.pro"], "relationships": "{}", "output_modality": "video", "operation_type": "editing"}

data/train.jsonl

@@ -9,14 +9,77 @@
 {"id": "multimodal-img-audio-to-vid", "name": "Image + Audio to Video", "input_primary": "image", "input_secondary": ["audio"], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"synthesis\", \"audioGeneration\": \"reference-based\", \"motionType\": \"audio-driven\", \"lipSync\": false}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Audio-driven animation", "Dance video generation", "Music-driven motion"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
 {"id": "multimodal-text-img-to-vid", "name": "Text + Image to Video", "input_primary": "text", "input_secondary": ["image"], "output_primary": "video", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"guidanceType\": \"text-and-visual\", \"motionType\": \"guided\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Guided video generation", "Controlled animation", "Reference-based video creation"], "metadata_platforms": ["Replicate", "FAL AI"], "metadata_example_models": ["AnimateDiff with ControlNet"], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
 {"id": "3d-to-vid", "name": "3D Model to Video", "input_primary": "3d-model", "input_secondary": [], "output_primary": "video", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"rendering\", \"renderType\": \"3d-rendering\", \"motionType\": \"camera-path\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["3D visualization", "Product rendering", "Architectural visualization"], "metadata_platforms": ["Blender", "Unreal Engine", "Unity"], "metadata_example_models": [], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
+{"id": "music-to-vid", "name": "Music to Video", "input_primary": "music", "input_secondary": ["text"], "output_primary": "video", "output_audio": true, "output_audio_type": "music", "characteristics": "{\"processType\": \"synthesis\", \"audioVisualization\": true, \"motionType\": \"audio-reactive\", \"audioVideoSync\": true}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Music video generation", "Lyric videos", "Album visualizers"], "metadata_platforms": ["Replicate", "Experimental"], "metadata_example_models": ["Stable Diffusion Video"], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
+{"id": "text-to-vid-music", "name": "Text to Video with Music", "input_primary": "text", "input_secondary": [], "output_primary": "video", "output_audio": true, "output_audio_type": "music", "characteristics": "{\"processType\": \"synthesis\", \"audioGeneration\": \"synthesized\", \"audioPrompting\": \"text-based\", \"audioVideoSync\": true, \"motionType\": \"general\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Promotional videos", "Social media content", "Advertisement creation"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
+{"id": "img-to-vid-music", "name": "Image to Video with Music", "input_primary": "image", "input_secondary": ["text"], "output_primary": "video", "output_audio": true, "output_audio_type": "music", "characteristics": "{\"processType\": \"synthesis\", \"audioGeneration\": \"synthesized\", \"audioPrompting\": \"text-based\", \"motionType\": \"general\", \"audioCharacteristics\": [\"melodic\", \"rhythmic\"]}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Photo slideshow creation", "Social media posts", "Memory videos"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
+{"id": "vid-to-vid-upscale", "name": "Video Upscaling", "input_primary": "video", "input_secondary": [], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"enhancement\", \"audioHandling\": \"passthrough\", \"preserveAudio\": true}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Resolution enhancement", "Quality improvement", "Restoration"], "metadata_platforms": ["Topaz", "Replicate"], "metadata_example_models": ["Topaz Video AI", "Real-ESRGAN Video"], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
+{"id": "multimodal-vid-text-to-vid", "name": "Video + Text to Video", "input_primary": "video", "input_secondary": ["text"], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"transformation\", \"guidanceType\": \"text-and-visual\", \"audioHandling\": \"passthrough\", \"preserveAudio\": true, \"motionType\": \"guided\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Video-guided generation", "Motion transfer", "Style-guided video"], "metadata_platforms": ["Replicate", "RunwayML"], "metadata_example_models": ["Gen-2", "Pika"], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
 {"id": "vid-to-vid-no-audio", "name": "Video to Video (No Audio)", "input_primary": "video", "input_secondary": ["text"], "output_primary": "video", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"style-transfer\", \"motion-modification\", \"object-editing\"], \"preserveAudio\": false}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Video style transfer", "Video editing", "Motion manipulation"], "metadata_platforms": ["Replicate", "RunwayML"], "metadata_example_models": ["Gen-2", "Video ControlNet"], "relationships": "{}", "output_modality": "video", "operation_type": "editing"}
 {"id": "vid-to-vid-preserve-audio", "name": "Video to Video (Preserve Audio)", "input_primary": "video", "input_secondary": ["text"], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"style-transfer\", \"motion-modification\", \"object-editing\"], \"preserveAudio\": true, \"audioHandling\": \"passthrough\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Video style transfer with audio", "Content transformation maintaining soundtrack"], "metadata_platforms": ["Replicate", "RunwayML"], "metadata_example_models": [], "relationships": "{}", "output_modality": "video", "operation_type": "editing"}
+{"id": "vid-to-vid-inpainting", "name": "Video Inpainting", "input_primary": "video", "input_secondary": ["text"], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"inpainting\", \"transformationTypes\": [\"object-editing\"], \"preserveAudio\": true, \"audioHandling\": \"passthrough\", \"modification\": \"selective-editing\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Object removal", "Background replacement", "Video cleanup"], "metadata_platforms": ["Replicate", "RunwayML", "Adobe"], "metadata_example_models": ["ProPainter", "E2FGVI"], "relationships": "{}", "output_modality": "video", "operation_type": "editing"}
+{"id": "vid-to-vid-enhancement", "name": "Video Enhancement", "input_primary": "video", "input_secondary": [], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"enhancement\", \"transformationTypes\": [\"enhancement\"], \"preserveAudio\": true, \"audioHandling\": \"passthrough\", \"modification\": \"enhancement\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Quality improvement", "Noise reduction", "Color grading", "Stabilization"], "metadata_platforms": ["Topaz", "Adobe", "Replicate"], "metadata_example_models": ["Topaz Video AI", "DAIN", "Real-ESRGAN"], "relationships": "{}", "output_modality": "video", "operation_type": "editing"}
+{"id": "vid-to-vid-interpolation", "name": "Video Frame Interpolation", "input_primary": "video", "input_secondary": [], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"enhancement\", \"transformationTypes\": [\"motion-modification\"], \"preserveAudio\": true, \"audioHandling\": \"passthrough\", \"modification\": \"enhancement\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Frame rate increase", "Slow motion creation", "Smooth motion"], "metadata_platforms": ["Topaz", "Replicate"], "metadata_example_models": ["RIFE", "DAIN", "Flowframes"], "relationships": "{}", "output_modality": "video", "operation_type": "editing"}
+{"id": "vid-to-vid-colorization", "name": "Video Colorization", "input_primary": "video", "input_secondary": [], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"enhancement\"], \"preserveAudio\": true, \"audioHandling\": \"passthrough\", \"modification\": \"enhancement\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Black and white restoration", "Historical footage colorization", "Archival restoration"], "metadata_platforms": ["Replicate", "DeOldify"], "metadata_example_models": ["DeOldify", "Video Colorization"], "relationships": "{}", "output_modality": "video", "operation_type": "editing"}
+{"id": "vid-to-vid-deepfake", "name": "Video Face Swap", "input_primary": "video", "input_secondary": ["image"], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"object-editing\"], \"preserveAudio\": true, \"audioHandling\": \"passthrough\", \"modification\": \"selective-editing\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Face replacement", "Character substitution", "Visual effects"], "metadata_platforms": ["Replicate", "DeepFaceLab"], "metadata_example_models": ["DeepFaceLab", "Roop", "FaceSwap"], "relationships": "{}", "output_modality": "video", "operation_type": "editing"}
+{"id": "vid-to-vid-relighting", "name": "Video Relighting", "input_primary": "video", "input_secondary": ["text"], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"enhancement\"], \"preserveAudio\": true, \"audioHandling\": \"passthrough\", \"modification\": \"enhancement\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Lighting adjustment", "Time of day change", "Mood alteration"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "video", "operation_type": "editing"}
+{"id": "vid-to-vid-segmentation", "name": "Video Segmentation", "input_primary": "video", "input_secondary": ["text"], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"object-editing\"], \"preserveAudio\": true, \"audioHandling\": \"passthrough\", \"modification\": \"selective-editing\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Background removal", "Object isolation", "Green screen replacement"], "metadata_platforms": ["Replicate", "Runway", "Unscreen"], "metadata_example_models": ["Segment Anything Video", "XMem", "Cutout.pro"], "relationships": "{}", "output_modality": "video", "operation_type": "editing"}
 {"id": "text-to-audio", "name": "Text to Audio", "input_primary": "text", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "general", "characteristics": "{\"processType\": \"synthesis\", \"audioType\": \"general\", \"audioCategories\": [\"speech\", \"sound-effects\", \"music\", \"ambient\"]}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Sound effect generation", "Voiceover creation", "Audio asset production"], "metadata_platforms": ["Replicate", "ElevenLabs", "AudioCraft"], "metadata_example_models": ["AudioGen", "MusicGen"], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
 {"id": "text-to-speech", "name": "Text to Speech", "input_primary": "text", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "speech", "characteristics": "{\"processType\": \"synthesis\", \"audioType\": \"speech\", \"voiceCloning\": false}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Narration", "Accessibility", "Voice assistants"], "metadata_platforms": ["ElevenLabs", "Google Cloud", "Azure", "AWS"], "metadata_example_models": ["ElevenLabs", "Google WaveNet", "Azure Neural TTS"], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
 {"id": "text-to-music", "name": "Text to Music", "input_primary": "text", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "music", "characteristics": "{\"processType\": \"synthesis\", \"audioType\": \"music\", \"melodic\": true}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Background music generation", "Musical composition", "Soundtrack creation"], "metadata_platforms": ["Replicate", "Stability AI"], "metadata_example_models": ["MusicGen", "Stable Audio"], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
+{"id": "text-to-speech-voice-clone", "name": "Text to Speech (Voice Cloning)", "input_primary": "text", "input_secondary": ["audio"], "output_primary": "audio", "output_audio": false, "output_audio_type": "speech", "characteristics": "{\"processType\": \"synthesis\", \"audioType\": \"speech\", \"voiceCloning\": true}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Custom voice synthesis", "Personalized narration", "Voice preservation"], "metadata_platforms": ["ElevenLabs", "Replicate", "PlayHT"], "metadata_example_models": ["ElevenLabs", "XTTS", "Bark"], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
+{"id": "text-to-sound-effects", "name": "Text to Sound Effects", "input_primary": "text", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "sound-effects", "characteristics": "{\"processType\": \"synthesis\", \"audioType\": \"sound-effects\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["SFX generation", "Foley creation", "Game audio"], "metadata_platforms": ["Replicate", "AudioCraft"], "metadata_example_models": ["AudioGen", "AudioLDM"], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
+{"id": "img-to-audio", "name": "Image to Audio", "input_primary": "image", "input_secondary": ["text"], "output_primary": "audio", "output_audio": false, "output_audio_type": "general", "characteristics": "{\"processType\": \"synthesis\", \"audioType\": \"general\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Image sonification", "Scene audio generation", "Accessibility"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
+{"id": "music-to-music-style", "name": "Music Style Transfer", "input_primary": "music", "input_secondary": ["text"], "output_primary": "audio", "output_audio": false, "output_audio_type": "music", "characteristics": "{\"processType\": \"transformation\", \"audioType\": \"music\", \"melodic\": true}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Genre transformation", "Instrument swap", "Musical reimagining"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
+{"id": "vid-to-audio-extraction", "name": "Video to Audio Extraction", "input_primary": "video", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "general", "characteristics": "{\"processType\": \"transformation\", \"audioType\": \"general\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Audio extraction", "Soundtrack isolation", "Voice extraction"], "metadata_platforms": ["FFmpeg", "Standard tools"], "metadata_example_models": [], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
+{"id": "humming-to-music", "name": "Humming to Music", "input_primary": "audio", "input_secondary": ["text"], "output_primary": "audio", "output_audio": false, "output_audio_type": "music", "characteristics": "{\"processType\": \"synthesis\", \"audioType\": \"music\", \"melodic\": true}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Melody to full track", "Musical idea development", "Composition assistance"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
+{"id": "lyrics-to-music", "name": "Lyrics to Music", "input_primary": "text", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "music", "characteristics": "{\"processType\": \"synthesis\", \"audioType\": \"music\", \"melodic\": true, \"voiceCloning\": false}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Song generation", "Music composition", "Vocal track creation"], "metadata_platforms": ["Suno", "Udio", "Replicate"], "metadata_example_models": ["Suno", "Udio", "MusicGen"], "relationships": "{}", "output_modality": "audio", "operation_type": "creation"}
 {"id": "audio-to-audio-inpainting", "name": "Audio to Audio (Inpainting)", "input_primary": "audio", "input_secondary": ["text"], "output_primary": "audio", "output_audio": false, "output_audio_type": "general", "characteristics": "{\"processType\": \"inpainting\", \"modification\": \"selective-editing\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Audio editing", "Sound design", "Audio restoration"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "audio", "operation_type": "editing"}
 {"id": "music-to-music-inpainting", "name": "Music to Music (Inpainting)", "input_primary": "audio", "input_secondary": ["text"], "output_primary": "audio", "output_audio": false, "output_audio_type": "music", "characteristics": "{\"processType\": \"inpainting\", \"modification\": \"selective-editing\", \"melodic\": true, \"audioSubtype\": \"music\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Music editing", "Compositional modifications", "Arrangement changes"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{\"parent\": \"audio-to-audio-inpainting\", \"note\": \"Music inpainting is a specialized subset of audio inpainting\"}", "output_modality": "audio", "operation_type": "editing"}
+{"id": "audio-to-audio-enhancement", "name": "Audio Enhancement", "input_primary": "audio", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "general", "characteristics": "{\"processType\": \"enhancement\", \"modification\": \"enhancement\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Noise reduction", "Quality improvement", "Audio cleanup"], "metadata_platforms": ["Adobe", "iZotope", "Replicate"], "metadata_example_models": ["Adobe Podcast", "Krisp", "Denoiser"], "relationships": "{}", "output_modality": "audio", "operation_type": "editing"}
+{"id": "audio-to-audio-restoration", "name": "Audio Restoration", "input_primary": "audio", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "general", "characteristics": "{\"processType\": \"enhancement\", \"modification\": \"restoration\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Historical recording restoration", "Audio artifact removal", "Damaged audio repair"], "metadata_platforms": ["iZotope", "Adobe", "Accusonus"], "metadata_example_models": ["iZotope RX", "Adobe Audition"], "relationships": "{}", "output_modality": "audio", "operation_type": "editing"}
+{"id": "audio-to-audio-voice-conversion", "name": "Voice Conversion", "input_primary": "audio", "input_secondary": ["audio"], "output_primary": "audio", "output_audio": false, "output_audio_type": "speech", "characteristics": "{\"processType\": \"transformation\", \"audioType\": \"speech\", \"voiceCloning\": true, \"modification\": \"transformation\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Voice swapping", "Dubbing", "Voice translation"], "metadata_platforms": ["ElevenLabs", "Respeecher", "Replicate"], "metadata_example_models": ["RVC", "So-VITS-SVC", "Respeecher"], "relationships": "{}", "output_modality": "audio", "operation_type": "editing"}
+{"id": "music-to-music-stem-separation", "name": "Music Stem Separation", "input_primary": "music", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "music", "characteristics": "{\"processType\": \"transformation\", \"audioType\": \"music\", \"modification\": \"selective-editing\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Vocal isolation", "Instrument extraction", "Remixing", "Karaoke creation"], "metadata_platforms": ["Spleeter", "Demucs", "Replicate"], "metadata_example_models": ["Demucs", "Spleeter", "Ultimate Vocal Remover"], "relationships": "{}", "output_modality": "audio", "operation_type": "editing"}
+{"id": "audio-to-audio-speed-change", "name": "Audio Speed/Pitch Modification", "input_primary": "audio", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "general", "characteristics": "{\"processType\": \"transformation\", \"modification\": \"transformation\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Tempo adjustment", "Pitch shifting", "Time stretching"], "metadata_platforms": ["Standard tools", "Adobe"], "metadata_example_models": ["Rubber Band", "Paulstretch"], "relationships": "{}", "output_modality": "audio", "operation_type": "editing"}
+{"id": "music-to-music-mastering", "name": "AI Music Mastering", "input_primary": "music", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "music", "characteristics": "{\"processType\": \"enhancement\", \"audioType\": \"music\", \"modification\": \"enhancement\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Automated mastering", "Mix enhancement", "Final polish"], "metadata_platforms": ["LANDR", "iZotope", "eMastered"], "metadata_example_models": ["LANDR", "iZotope Ozone"], "relationships": "{}", "output_modality": "audio", "operation_type": "editing"}
+{"id": "audio-to-audio-spatial", "name": "Spatial Audio Conversion", "input_primary": "audio", "input_secondary": [], "output_primary": "audio", "output_audio": false, "output_audio_type": "general", "characteristics": "{\"processType\": \"transformation\", \"modification\": \"transformation\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Stereo to spatial", "Binaural conversion", "3D audio creation"], "metadata_platforms": ["Dolby", "Sony", "Experimental"], "metadata_example_models": ["Dolby Atmos", "Sony 360 Reality Audio"], "relationships": "{}", "output_modality": "audio", "operation_type": "editing"}
 {"id": "text-to-img", "name": "Text to Image", "input_primary": "text", "input_secondary": [], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"generationType\": \"synthesis\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Concept art generation", "Product mockups", "Marketing assets"], "metadata_platforms": ["Replicate", "Stability AI", "Midjourney", "DALL-E"], "metadata_example_models": ["Stable Diffusion", "DALL-E 3", "Midjourney"], "relationships": "{}", "output_modality": "image", "operation_type": "creation"}
+{"id": "text-img-to-img", "name": "Text + Image to Image", "input_primary": "text", "input_secondary": ["image"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"generationType\": \"synthesis\", \"guidanceType\": \"text-and-visual\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Image-guided generation", "Style reference", "Composition guidance"], "metadata_platforms": ["Replicate", "Stability AI", "Midjourney"], "metadata_example_models": ["Stable Diffusion with ControlNet", "DALL-E 3", "Midjourney"], "relationships": "{}", "output_modality": "image", "operation_type": "creation"}
+{"id": "img-to-img-upscale", "name": "Image Upscaling", "input_primary": "image", "input_secondary": [], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"enhancement\", \"generationType\": \"synthesis\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Resolution enhancement", "Quality improvement", "Detail enhancement"], "metadata_platforms": ["Topaz", "Replicate", "Stability AI"], "metadata_example_models": ["Real-ESRGAN", "Topaz Gigapixel", "SUPIR"], "relationships": "{}", "output_modality": "image", "operation_type": "creation"}
+{"id": "vid-to-img-frame-extraction", "name": "Video to Image (Frame Extraction)", "input_primary": "video", "input_secondary": [], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"generationType\": \"synthesis\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Frame extraction", "Thumbnail generation", "Video analysis"], "metadata_platforms": ["FFmpeg", "Standard tools"], "metadata_example_models": [], "relationships": "{}", "output_modality": "image", "operation_type": "creation"}
+{"id": "3d-to-img-render", "name": "3D to Image (Rendering)", "input_primary": "3d-model", "input_secondary": [], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"rendering\", \"renderType\": \"3d-rendering\", \"generationType\": \"synthesis\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Product rendering", "3D visualization", "Architectural rendering"], "metadata_platforms": ["Blender", "Unreal Engine", "Unity"], "metadata_example_models": [], "relationships": "{}", "output_modality": "image", "operation_type": "creation"}
+{"id": "audio-to-img-visualization", "name": "Audio to Image (Visualization)", "input_primary": "audio", "input_secondary": ["text"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"audioVisualization\": true, \"generationType\": \"synthesis\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Album art generation", "Sound visualization", "Music imagery"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "image", "operation_type": "creation"}
+{"id": "sketch-to-img", "name": "Sketch to Image", "input_primary": "image", "input_secondary": ["text"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"generationType\": \"synthesis\", \"guidanceType\": \"text-and-visual\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Sketch refinement", "Concept development", "Design exploration"], "metadata_platforms": ["Replicate", "Stability AI"], "metadata_example_models": ["ControlNet Scribble", "Pix2Pix"], "relationships": "{}", "output_modality": "image", "operation_type": "creation"}
 {"id": "img-to-img", "name": "Image to Image", "input_primary": "image", "input_secondary": ["text"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"style-transfer\", \"enhancement\", \"editing\", \"inpainting\"]}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Image editing", "Style transfer", "Image enhancement", "Object removal/addition"], "metadata_platforms": ["Replicate", "Stability AI", "Midjourney"], "metadata_example_models": ["Stable Diffusion img2img", "ControlNet"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-inpainting", "name": "Image Inpainting", "input_primary": "image", "input_secondary": ["text"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"inpainting\", \"transformationTypes\": [\"inpainting\"], \"modification\": \"selective-editing\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Object removal", "Background extension", "Image repair", "Content-aware fill"], "metadata_platforms": ["Replicate", "Adobe", "Stability AI"], "metadata_example_models": ["Stable Diffusion Inpainting", "LaMa", "Adobe Firefly"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-outpainting", "name": "Image Outpainting", "input_primary": "image", "input_secondary": ["text"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"transformationTypes\": [\"editing\"], \"modification\": \"selective-editing\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Canvas extension", "Image expansion", "Background generation"], "metadata_platforms": ["Replicate", "DALL-E", "Stability AI"], "metadata_example_models": ["Stable Diffusion Outpainting", "DALL-E Outpainting"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-style-transfer", "name": "Image Style Transfer", "input_primary": "image", "input_secondary": ["image", "text"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"style-transfer\"], \"modification\": \"transformation\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Artistic style application", "Photo stylization", "Creative filters"], "metadata_platforms": ["Replicate", "Stability AI"], "metadata_example_models": ["StyleGAN", "Neural Style Transfer", "InstantStyle"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-colorization", "name": "Image Colorization", "input_primary": "image", "input_secondary": [], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"enhancement\"], \"modification\": \"enhancement\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Black and white colorization", "Historical photo restoration", "Photo enhancement"], "metadata_platforms": ["Replicate", "DeOldify"], "metadata_example_models": ["DeOldify", "Colorful Image Colorization"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-enhancement", "name": "Image Enhancement", "input_primary": "image", "input_secondary": [], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"enhancement\", \"transformationTypes\": [\"enhancement\"], \"modification\": \"enhancement\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Quality improvement", "Noise reduction", "Sharpening", "Dynamic range enhancement"], "metadata_platforms": ["Topaz", "Adobe", "Replicate"], "metadata_example_models": ["Topaz Photo AI", "Adobe Enhance"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-restoration", "name": "Image Restoration", "input_primary": "image", "input_secondary": [], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"enhancement\", \"transformationTypes\": [\"enhancement\"], \"modification\": \"restoration\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Old photo restoration", "Damaged image repair", "Artifact removal"], "metadata_platforms": ["Replicate", "Remini"], "metadata_example_models": ["GFPGAN", "CodeFormer", "Remini"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-background-removal", "name": "Background Removal", "input_primary": "image", "input_secondary": [], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"object-editing\"], \"modification\": \"selective-editing\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Background removal", "Subject isolation", "Product photography"], "metadata_platforms": ["Remove.bg", "Adobe", "Replicate"], "metadata_example_models": ["U2-Net", "RMBG", "SAM"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-relighting", "name": "Image Relighting", "input_primary": "image", "input_secondary": ["text"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"enhancement\"], \"modification\": \"enhancement\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Lighting adjustment", "Portrait relighting", "Scene mood change"], "metadata_platforms": ["Experimental", "Adobe"], "metadata_example_models": ["IC-Light"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-face-swap", "name": "Face Swap", "input_primary": "image", "input_secondary": ["image"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"object-editing\"], \"modification\": \"selective-editing\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Face replacement", "Identity swap", "Portrait editing"], "metadata_platforms": ["Replicate", "FaceSwap"], "metadata_example_models": ["InsightFace", "SimSwap", "Roop"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-depth-map", "name": "Depth Map Generation", "input_primary": "image", "input_secondary": [], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"editing\"]}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Depth estimation", "3D reconstruction prep", "Spatial understanding"], "metadata_platforms": ["Replicate", "HuggingFace"], "metadata_example_models": ["Depth-Anything", "MiDaS", "ZoeDepth"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "img-to-img-segmentation", "name": "Image Segmentation", "input_primary": "image", "input_secondary": ["text"], "output_primary": "image", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"transformationTypes\": [\"object-editing\"], \"modification\": \"selective-editing\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Object isolation", "Semantic segmentation", "Masking"], "metadata_platforms": ["Replicate", "Meta"], "metadata_example_models": ["Segment Anything (SAM)", "Semantic Segment Anything"], "relationships": "{}", "output_modality": "image", "operation_type": "editing"}
+{"id": "audio-to-text-transcription", "name": "Audio to Text (Transcription)", "input_primary": "audio", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Speech transcription", "Meeting notes", "Subtitling", "Accessibility"], "metadata_platforms": ["OpenAI", "AssemblyAI", "Deepgram", "Google Cloud"], "metadata_example_models": ["Whisper", "AssemblyAI", "Deepgram Nova"], "relationships": "{}", "output_modality": "text", "operation_type": "creation"}
+{"id": "img-to-text-captioning", "name": "Image to Text (Captioning)", "input_primary": "image", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Image description", "Alt text generation", "Scene understanding", "Accessibility"], "metadata_platforms": ["OpenAI", "Google Cloud", "HuggingFace"], "metadata_example_models": ["GPT-4 Vision", "BLIP", "LLaVA", "Gemini Vision"], "relationships": "{}", "output_modality": "text", "operation_type": "creation"}
+{"id": "img-to-text-ocr", "name": "Image to Text (OCR)", "input_primary": "image", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Text extraction", "Document digitization", "Receipt scanning", "Data entry automation"], "metadata_platforms": ["Google Cloud", "AWS", "Azure", "Tesseract"], "metadata_example_models": ["Google Cloud Vision", "AWS Textract", "Tesseract", "EasyOCR"], "relationships": "{}", "output_modality": "text", "operation_type": "creation"}
+{"id": "vid-to-text-transcription", "name": "Video to Text (Transcription)", "input_primary": "video", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Video subtitling", "Content indexing", "Meeting transcription", "Accessibility"], "metadata_platforms": ["OpenAI", "AssemblyAI", "YouTube", "Rev"], "metadata_example_models": ["Whisper", "AssemblyAI", "Google Speech-to-Text"], "relationships": "{}", "output_modality": "text", "operation_type": "creation"}
+{"id": "vid-to-text-captioning", "name": "Video to Text (Captioning/Description)", "input_primary": "video", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Video description", "Content summarization", "Scene understanding", "Accessibility"], "metadata_platforms": ["OpenAI", "Google", "Experimental"], "metadata_example_models": ["GPT-4 Vision", "Gemini Video", "Video-LLaMA"], "relationships": "{}", "output_modality": "text", "operation_type": "creation"}
+{"id": "multimodal-to-text-vqa", "name": "Visual Question Answering", "input_primary": "image", "input_secondary": ["text"], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"guidanceType\": \"multimodal\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Image Q&A", "Visual information retrieval", "Educational applications", "Accessibility"], "metadata_platforms": ["OpenAI", "Anthropic", "Google"], "metadata_example_models": ["GPT-4 Vision", "Claude", "Gemini Vision"], "relationships": "{}", "output_modality": "text", "operation_type": "creation"}
+{"id": "3d-to-text-description", "name": "3D Model to Text (Description)", "input_primary": "3d-model", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["3D model description", "Asset cataloging", "Model understanding"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "text", "operation_type": "creation"}
+{"id": "music-to-text-transcription", "name": "Music to Text (Transcription)", "input_primary": "music", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Music notation", "Sheet music generation", "MIDI to score"], "metadata_platforms": ["Experimental", "AnthemScore"], "metadata_example_models": ["AnthemScore", "Audio to MIDI"], "relationships": "{}", "output_modality": "text", "operation_type": "creation"}
+{"id": "audio-to-text-diarization", "name": "Audio to Text (Speaker Diarization)", "input_primary": "audio", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Multi-speaker transcription", "Meeting notes with speakers", "Interview transcription"], "metadata_platforms": ["AssemblyAI", "Deepgram", "Pyannote"], "metadata_example_models": ["Pyannote", "AssemblyAI", "Whisper + Diarization"], "relationships": "{}", "output_modality": "text", "operation_type": "creation"}
+{"id": "text-to-text-translation", "name": "Text Translation", "input_primary": "text", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"modification\": \"transformation\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Language translation", "Localization", "Multilingual content"], "metadata_platforms": ["Google Translate", "DeepL", "OpenAI"], "metadata_example_models": ["Google Translate", "DeepL", "GPT-4", "NLLB"], "relationships": "{}", "output_modality": "text", "operation_type": "editing"}
+{"id": "text-to-text-summarization", "name": "Text Summarization", "input_primary": "text", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"modification\": \"transformation\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Document summarization", "Content condensation", "Abstract generation"], "metadata_platforms": ["OpenAI", "Anthropic", "HuggingFace"], "metadata_example_models": ["GPT-4", "Claude", "BART"], "relationships": "{}", "output_modality": "text", "operation_type": "editing"}
+{"id": "text-to-text-paraphrasing", "name": "Text Paraphrasing/Rewriting", "input_primary": "text", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"modification\": \"transformation\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Content rewriting", "Style adjustment", "Tone modification"], "metadata_platforms": ["OpenAI", "Anthropic", "QuillBot"], "metadata_example_models": ["GPT-4", "Claude", "QuillBot"], "relationships": "{}", "output_modality": "text", "operation_type": "editing"}
+{"id": "text-to-text-grammar-correction", "name": "Grammar & Spelling Correction", "input_primary": "text", "input_secondary": [], "output_primary": "text", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"enhancement\", \"modification\": \"enhancement\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Proofreading", "Error correction", "Writing improvement"], "metadata_platforms": ["Grammarly", "LanguageTool", "OpenAI"], "metadata_example_models": ["Grammarly", "LanguageTool", "GPT-4"], "relationships": "{}", "output_modality": "text", "operation_type": "editing"}
 {"id": "text-to-3d", "name": "Text to 3D Model", "input_primary": "text", "input_secondary": [], "output_primary": "3d-model", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"generationType\": \"3d-synthesis\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["3D asset generation", "Rapid prototyping", "Game asset creation"], "metadata_platforms": ["Replicate", "Meshy", "3DFY"], "metadata_example_models": ["Point-E", "Shap-E", "DreamFusion"], "relationships": "{}", "output_modality": "3d-model", "operation_type": "creation"}
 {"id": "img-to-3d", "name": "Image to 3D Model", "input_primary": "image", "input_secondary": [], "output_primary": "3d-model", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"generationType\": \"3d-reconstruction\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["3D reconstruction", "Object digitization", "Asset creation from photos"], "metadata_platforms": ["Replicate", "Meshy", "Luma AI"], "metadata_example_models": ["Zero-1-to-3", "Wonder3D"], "relationships": "{}", "output_modality": "3d-model", "operation_type": "creation"}
+{"id": "multimodal-img-to-3d", "name": "Multi-Image to 3D Model", "input_primary": "image", "input_secondary": ["image"], "output_primary": "3d-model", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"generationType\": \"3d-reconstruction\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Photogrammetry", "3D scanning", "Object reconstruction"], "metadata_platforms": ["Luma AI", "Polycam", "Reality Capture"], "metadata_example_models": ["NeRF", "Gaussian Splatting", "Photogrammetry"], "relationships": "{}", "output_modality": "3d-model", "operation_type": "creation"}
+{"id": "vid-to-3d", "name": "Video to 3D Model", "input_primary": "video", "input_secondary": [], "output_primary": "3d-model", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"generationType\": \"3d-reconstruction\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Video-based reconstruction", "Motion to 3D", "Scene capture"], "metadata_platforms": ["Luma AI", "Polycam"], "metadata_example_models": ["NeRF", "Gaussian Splatting"], "relationships": "{}", "output_modality": "3d-model", "operation_type": "creation"}
+{"id": "text-img-to-3d", "name": "Text + Image to 3D Model", "input_primary": "text", "input_secondary": ["image"], "output_primary": "3d-model", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"generationType\": \"3d-synthesis\", \"guidanceType\": \"text-and-visual\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Guided 3D generation", "Controlled asset creation", "Reference-based modeling"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "3d-model", "operation_type": "creation"}
+{"id": "3d-to-3d-optimization", "name": "3D Model Optimization", "input_primary": "3d-model", "input_secondary": [], "output_primary": "3d-model", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"enhancement\", \"modification\": \"enhancement\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Polygon reduction", "LOD generation", "Performance optimization"], "metadata_platforms": ["Blender", "Maya", "Simplygon"], "metadata_example_models": [], "relationships": "{}", "output_modality": "3d-model", "operation_type": "editing"}
+{"id": "3d-to-3d-texturing", "name": "3D Model Texturing", "input_primary": "3d-model", "input_secondary": ["text"], "output_primary": "3d-model", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"modification\": \"enhancement\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Texture generation", "Material application", "PBR material creation"], "metadata_platforms": ["Experimental", "Adobe Substance"], "metadata_example_models": ["TEXTure", "Text2Tex"], "relationships": "{}", "output_modality": "3d-model", "operation_type": "editing"}
+{"id": "3d-to-3d-rigging", "name": "3D Model Rigging", "input_primary": "3d-model", "input_secondary": [], "output_primary": "3d-model", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"modification\": \"transformation\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Auto-rigging", "Skeleton generation", "Animation preparation"], "metadata_platforms": ["Mixamo", "AccuRIG"], "metadata_example_models": ["Mixamo Auto-Rigger"], "relationships": "{}", "output_modality": "3d-model", "operation_type": "editing"}
+{"id": "3d-to-3d-style-transfer", "name": "3D Style Transfer", "input_primary": "3d-model", "input_secondary": ["text", "image"], "output_primary": "3d-model", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"transformation\", \"modification\": \"transformation\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Artistic 3D styling", "Model transformation", "Creative effects"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "3d-model", "operation_type": "editing"}

taxonomy/3d-generation/creation/modalities.json

@@ -55,6 +55,82 @@
         "platforms": ["Replicate", "Meshy", "Luma AI"],
         "exampleModels": ["Zero-1-to-3", "Wonder3D"]
       }
+    },
+    {
+      "id": "multimodal-img-to-3d",
+      "name": "Multi-Image to 3D Model",
+      "input": {
+        "primary": "image",
+        "secondary": ["image"]
+      },
+      "output": {
+        "primary": "3d-model"
+      },
+      "characteristics": {
+        "processType": "synthesis",
+        "generationType": "3d-reconstruction"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Photogrammetry",
+          "3D scanning",
+          "Object reconstruction"
+        ],
+        "platforms": ["Luma AI", "Polycam", "Reality Capture"],
+        "exampleModels": ["NeRF", "Gaussian Splatting", "Photogrammetry"]
+      }
+    },
+    {
+      "id": "vid-to-3d",
+      "name": "Video to 3D Model",
+      "input": {
+        "primary": "video",
+        "secondary": []
+      },
+      "output": {
+        "primary": "3d-model"
+      },
+      "characteristics": {
+        "processType": "synthesis",
+        "generationType": "3d-reconstruction"
+      },
+      "metadata": {
+        "maturityLevel": "emerging",
+        "commonUseCases": [
+          "Video-based reconstruction",
+          "Motion to 3D",
+          "Scene capture"
+        ],
+        "platforms": ["Luma AI", "Polycam"],
+        "exampleModels": ["NeRF", "Gaussian Splatting"]
+      }
+    },
+    {
+      "id": "text-img-to-3d",
+      "name": "Text + Image to 3D Model",
+      "input": {
+        "primary": "text",
+        "secondary": ["image"]
+      },
+      "output": {
+        "primary": "3d-model"
+      },
+      "characteristics": {
+        "processType": "synthesis",
+        "generationType": "3d-synthesis",
+        "guidanceType": "text-and-visual"
+      },
+      "metadata": {
+        "maturityLevel": "experimental",
+        "commonUseCases": [
+          "Guided 3D generation",
+          "Controlled asset creation",
+          "Reference-based modeling"
+        ],
+        "platforms": ["Experimental"],
+        "exampleModels": []
+      }
     }
   ]
 }

taxonomy/3d-generation/editing/modalities.json

@@ -2,6 +2,107 @@
   "fileType": "multimodal-ai-taxonomy",
   "outputModality": "3d-model",
   "operationType": "editing",
-  "description": "Modalities for editing and transforming existing 3D model content (placeholder for future expansion)",
-  "modalities": []
+  "description": "Modalities for editing and transforming existing 3D model content",
+  "modalities": [
+    {
+      "id": "3d-to-3d-optimization",
+      "name": "3D Model Optimization",
+      "input": {
+        "primary": "3d-model",
+        "secondary": []
+      },
+      "output": {
+        "primary": "3d-model"
+      },
+      "characteristics": {
+        "processType": "enhancement",
+        "modification": "enhancement"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Polygon reduction",
+          "LOD generation",
+          "Performance optimization"
+        ],
+        "platforms": ["Blender", "Maya", "Simplygon"],
+        "exampleModels": []
+      }
+    },
+    {
+      "id": "3d-to-3d-texturing",
+      "name": "3D Model Texturing",
+      "input": {
+        "primary": "3d-model",
+        "secondary": ["text"]
+      },
+      "output": {
+        "primary": "3d-model"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "modification": "enhancement"
+      },
+      "metadata": {
+        "maturityLevel": "emerging",
+        "commonUseCases": [
+          "Texture generation",
+          "Material application",
+          "PBR material creation"
+        ],
+        "platforms": ["Experimental", "Adobe Substance"],
+        "exampleModels": ["TEXTure", "Text2Tex"]
+      }
+    },
+    {
+      "id": "3d-to-3d-rigging",
+      "name": "3D Model Rigging",
+      "input": {
+        "primary": "3d-model",
+        "secondary": []
+      },
+      "output": {
+        "primary": "3d-model"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "modification": "transformation"
+      },
+      "metadata": {
+        "maturityLevel": "emerging",
+        "commonUseCases": [
+          "Auto-rigging",
+          "Skeleton generation",
+          "Animation preparation"
+        ],
+        "platforms": ["Mixamo", "AccuRIG"],
+        "exampleModels": ["Mixamo Auto-Rigger"]
+      }
+    },
+    {
+      "id": "3d-to-3d-style-transfer",
+      "name": "3D Style Transfer",
+      "input": {
+        "primary": "3d-model",
+        "secondary": ["text", "image"]
+      },
+      "output": {
+        "primary": "3d-model"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "modification": "transformation"
+      },
+      "metadata": {
+        "maturityLevel": "experimental",
+        "commonUseCases": [
+          "Artistic 3D styling",
+          "Model transformation",
+          "Creative effects"
+        ],
+        "platforms": ["Experimental"],
+        "exampleModels": []
+      }
+    }
+  ]
 }

taxonomy/MODALITY_INDEX.md

@@ -0,0 +1,132 @@
+# Master Modality Index
+
+This document serves as the definitive index of all modalities in the taxonomy, with unique IDs and their locations.
+
+## ID Format
+
+Modality IDs follow this format: `{input}-to-{output}-{variant}`
+
+Examples:
+- `text-to-img` - Text to Image (basic)
+- `img-to-vid-lipsync-audio` - Image to Video with Lip Sync from Audio
+- `audio-to-text-transcription` - Audio to Text (Transcription)
+
+## Unique ID Registry
+
+### Video Generation (Creation)
+
+| ID | Name | Input | Output | File Location |
+|----|------|-------|--------|---------------|
+| `img-to-vid-no-audio` | Image to Video (No Audio) | image | video (no audio) | video-generation/creation/modalities.json |
+| `img-to-vid-ambient-audio` | Image to Video (Ambient Audio) | image + text | video (ambient audio) | video-generation/creation/modalities.json |
+| `img-to-vid-lipsync-text` | Image to Video (Lip Sync from Text) | image + text | video (speech) | video-generation/creation/modalities.json |
+| `img-to-vid-lipsync-audio` | Image to Video (Lip Sync from Audio) | image + audio | video (speech) | video-generation/creation/modalities.json |
+| `img-to-vid-lipsync-lora` | Image to Video (Lip Sync with LoRA Character) | image + text + lora | video (speech) | video-generation/creation/modalities.json |
+| `text-to-vid-no-audio` | Text to Video (No Audio) | text | video (no audio) | video-generation/creation/modalities.json |
+| `text-to-vid-with-audio` | Text to Video (With Audio) | text | video (synchronized audio) | video-generation/creation/modalities.json |
+| `audio-to-vid` | Audio to Video | audio + text | video (original audio) | video-generation/creation/modalities.json |
+| `multimodal-img-audio-to-vid` | Image + Audio to Video | image + audio | video (original audio) | video-generation/creation/modalities.json |
+| `multimodal-text-img-to-vid` | Text + Image to Video | text + image | video (no audio) | video-generation/creation/modalities.json |
+| `3d-to-vid` | 3D Model to Video | 3d-model | video (no audio) | video-generation/creation/modalities.json |
+
+### Video Generation (Editing)
+
+| ID | Name | Input | Output | File Location |
+|----|------|-------|--------|---------------|
+| *(To be populated)* | | | | video-generation/editing/modalities.json |
+
+### Audio Generation (Creation)
+
+| ID | Name | Input | Output | File Location |
+|----|------|-------|--------|---------------|
+| `text-to-audio` | Text to Audio | text | audio (general) | audio-generation/creation/modalities.json |
+| `text-to-speech` | Text to Speech | text | audio (speech) | audio-generation/creation/modalities.json |
+| `text-to-music` | Text to Music | text | audio (music) | audio-generation/creation/modalities.json |
+
+### Audio Generation (Editing)
+
+| ID | Name | Input | Output | File Location |
+|----|------|-------|--------|---------------|
+| *(To be populated)* | | | | audio-generation/editing/modalities.json |
+
+### Image Generation (Creation)
+
+| ID | Name | Input | Output | File Location |
+|----|------|-------|--------|---------------|
+| `text-to-img` | Text to Image | text | image | image-generation/creation/modalities.json |
+
+### Image Generation (Editing)
+
+| ID | Name | Input | Output | File Location |
+|----|------|-------|--------|---------------|
+| *(To be populated)* | | | | image-generation/editing/modalities.json |
+
+### Text Generation (Creation)
+
+| ID | Name | Input | Output | File Location |
+|----|------|-------|--------|---------------|
+| *(To be populated)* | | | | text-generation/creation/modalities.json |
+
+### Text Generation (Editing)
+
+| ID | Name | Input | Output | File Location |
+|----|------|-------|--------|---------------|
+| *(To be populated)* | | | | text-generation/editing/modalities.json |
+
+### 3D Generation (Creation)
+
+| ID | Name | Input | Output | File Location |
+|----|------|-------|--------|---------------|
+| *(To be populated)* | | | | 3d-generation/creation/modalities.json |
+
+### 3D Generation (Editing)
+
+| ID | Name | Input | Output | File Location |
+|----|------|-------|--------|---------------|
+| *(To be populated)* | | | | 3d-generation/editing/modalities.json |
+
+## ID Assignment Guidelines
+
+1. **Uniqueness**: Each modality must have a globally unique ID across all files
+2. **Consistency**: Use kebab-case format
+3. **Descriptive**: ID should indicate input, output, and key differentiator
+4. **Stable**: IDs should not change once assigned (treat as permanent identifiers)
+5. **Sequential**: When adding variants, use descriptive suffixes (not numbers)
+
+## Next Available ID Prefixes
+
+These prefixes are ready for new modalities:
+
+### Video
+- `vid-to-vid-*` (video editing/transformation)
+- `music-to-vid-*` (music visualization)
+- `multimodal-*-to-vid` (other multimodal combinations)
+
+### Audio
+- `audio-to-audio-*` (audio editing)
+- `img-to-audio-*` (image sonification)
+- `vid-to-audio-*` (video to audio extraction/generation)
+- `music-to-*` (music transformations)
+
+### Image
+- `img-to-img-*` (image editing)
+- `audio-to-img-*` (audio visualization)
+- `vid-to-img-*` (video to image extraction)
+- `multimodal-*-to-img` (multimodal image generation)
+
+### Text
+- `audio-to-text-*` (transcription, audio description)
+- `img-to-text-*` (image captioning, OCR)
+- `vid-to-text-*` (video captioning, transcription)
+- `multimodal-*-to-text` (multimodal text generation)
+
+### 3D
+- `text-to-3d-*` (text to 3D model)
+- `img-to-3d-*` (image to 3D reconstruction)
+- `vid-to-3d-*` (video to 3D reconstruction)
+- `3d-to-3d-*` (3D model editing)
+
+## Change Log
+
+- 2025-10-22: Initial master index created with existing modalities
+- *Future changes will be logged here*

taxonomy/audio-generation/creation/modalities.json

@@ -84,6 +84,193 @@
         "platforms": ["Replicate", "Stability AI"],
         "exampleModels": ["MusicGen", "Stable Audio"]
       }
+    },
+    {
+      "id": "text-to-speech-voice-clone",
+      "name": "Text to Speech (Voice Cloning)",
+      "input": {
+        "primary": "text",
+        "secondary": ["audio"]
+      },
+      "output": {
+        "primary": "audio",
+        "audioType": "speech"
+      },
+      "characteristics": {
+        "processType": "synthesis",
+        "audioType": "speech",
+        "voiceCloning": true
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Custom voice synthesis",
+          "Personalized narration",
+          "Voice preservation"
+        ],
+        "platforms": ["ElevenLabs", "Replicate", "PlayHT"],
+        "exampleModels": ["ElevenLabs", "XTTS", "Bark"]
+      }
+    },
+    {
+      "id": "text-to-sound-effects",
+      "name": "Text to Sound Effects",
+      "input": {
+        "primary": "text",
+        "secondary": []
+      },
+      "output": {
+        "primary": "audio",
+        "audioType": "sound-effects"
+      },
+      "characteristics": {
+        "processType": "synthesis",
+        "audioType": "sound-effects"
+      },
+      "metadata": {
+        "maturityLevel": "emerging",
+        "commonUseCases": [
+          "SFX generation",
+          "Foley creation",
+          "Game audio"
+        ],
+        "platforms": ["Replicate", "AudioCraft"],
+        "exampleModels": ["AudioGen", "AudioLDM"]
+      }
+    },
+    {
+      "id": "img-to-audio",
+      "name": "Image to Audio",
+      "input": {
+        "primary": "image",
+        "secondary": ["text"]
+      },
+      "output": {
+        "primary": "audio",
+        "audioType": "general"
+      },
+      "characteristics": {
+        "processType": "synthesis",
+        "audioType": "general"
+      },
+      "metadata": {
+        "maturityLevel": "experimental",
+        "commonUseCases": [
+          "Image sonification",
+          "Scene audio generation",
+          "Accessibility"
+        ],
+        "platforms": ["Experimental"],
+        "exampleModels": []
+      }
+    },
+    {
+      "id": "music-to-music-style",
+      "name": "Music Style Transfer",
+      "input": {
+        "primary": "music",
+        "secondary": ["text"]
+      },
+      "output": {
+        "primary": "audio",
+        "audioType": "music"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "audioType": "music",
+        "melodic": true
+      },
+      "metadata": {
+        "maturityLevel": "experimental",
+        "commonUseCases": [
+          "Genre transformation",
+          "Instrument swap",
+          "Musical reimagining"
+        ],
+        "platforms": ["Experimental"],
+        "exampleModels": []
+      }
+    },
+    {
+      "id": "vid-to-audio-extraction",
+      "name": "Video to Audio Extraction",
+      "input": {
+        "primary": "video",
+        "secondary": []
+      },
+      "output": {
+        "primary": "audio",
+        "audioType": "general"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "audioType": "general"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Audio extraction",
+          "Soundtrack isolation",
+          "Voice extraction"
+        ],
+        "platforms": ["FFmpeg", "Standard tools"],
+        "exampleModels": []
+      }
+    },
+    {
+      "id": "humming-to-music",
+      "name": "Humming to Music",
+      "input": {
+        "primary": "audio",
+        "secondary": ["text"]
+      },
+      "output": {
+        "primary": "audio",
+        "audioType": "music"
+      },
+      "characteristics": {
+        "processType": "synthesis",
+        "audioType": "music",
+        "melodic": true
+      },
+      "metadata": {
+        "maturityLevel": "experimental",
+        "commonUseCases": [
+          "Melody to full track",
+          "Musical idea development",
+          "Composition assistance"
+        ],
+        "platforms": ["Experimental"],
+        "exampleModels": []
+      }
+    },
+    {
+      "id": "lyrics-to-music",
+      "name": "Lyrics to Music",
+      "input": {
+        "primary": "text",
+        "secondary": []
+      },
+      "output": {
+        "primary": "audio",
+        "audioType": "music"
+      },
+      "characteristics": {
+        "processType": "synthesis",
+        "audioType": "music",
+        "melodic": true,
+        "voiceCloning": false
+      },
+      "metadata": {
+        "maturityLevel": "emerging",
+        "commonUseCases": [
+          "Song generation",
+          "Music composition",
+          "Vocal track creation"
+        ],
+        "platforms": ["Suno", "Udio", "Replicate"],
+        "exampleModels": ["Suno", "Udio", "MusicGen"]
+      }
     }
   ]
 }

taxonomy/audio-generation/editing/modalities.json

@@ -61,6 +61,193 @@
         "parent": "audio-to-audio-inpainting",
         "note": "Music inpainting is a specialized subset of audio inpainting"
       }
+    },
+    {
+      "id": "audio-to-audio-enhancement",
+      "name": "Audio Enhancement",
+      "input": {
+        "primary": "audio",
+        "secondary": []
+      },
+      "output": {
+        "primary": "audio",
+        "audioType": "general"
+      },
+      "characteristics": {
+        "processType": "enhancement",
+        "modification": "enhancement"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Noise reduction",
+          "Quality improvement",
+          "Audio cleanup"
+        ],
+        "platforms": ["Adobe", "iZotope", "Replicate"],
+        "exampleModels": ["Adobe Podcast", "Krisp", "Denoiser"]
+      }
+    },
+    {
+      "id": "audio-to-audio-restoration",
+      "name": "Audio Restoration",
+      "input": {
+        "primary": "audio",
+        "secondary": []
+      },
+      "output": {
+        "primary": "audio",
+        "audioType": "general"
+      },
+      "characteristics": {
+        "processType": "enhancement",
+        "modification": "restoration"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Historical recording restoration",
+          "Audio artifact removal",
+          "Damaged audio repair"
+        ],
+        "platforms": ["iZotope", "Adobe", "Accusonus"],
+        "exampleModels": ["iZotope RX", "Adobe Audition"]
+      }
+    },
+    {
+      "id": "audio-to-audio-voice-conversion",
+      "name": "Voice Conversion",
+      "input": {
+        "primary": "audio",
+        "secondary": ["audio"]
+      },
+      "output": {
+        "primary": "audio",
+        "audioType": "speech"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "audioType": "speech",
+        "voiceCloning": true,
+        "modification": "transformation"
+      },
+      "metadata": {
+        "maturityLevel": "emerging",
+        "commonUseCases": [
+          "Voice swapping",
+          "Dubbing",
+          "Voice translation"
+        ],
+        "platforms": ["ElevenLabs", "Respeecher", "Replicate"],
+        "exampleModels": ["RVC", "So-VITS-SVC", "Respeecher"]
+      }
+    },
+    {
+      "id": "music-to-music-stem-separation",
+      "name": "Music Stem Separation",
+      "input": {
+        "primary": "music",
+        "secondary": []
+      },
+      "output": {
+        "primary": "audio",
+        "audioType": "music"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "audioType": "music",
+        "modification": "selective-editing"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Vocal isolation",
+          "Instrument extraction",
+          "Remixing",
+          "Karaoke creation"
+        ],
+        "platforms": ["Spleeter", "Demucs", "Replicate"],
+        "exampleModels": ["Demucs", "Spleeter", "Ultimate Vocal Remover"]
+      }
+    },
+    {
+      "id": "audio-to-audio-speed-change",
+      "name": "Audio Speed/Pitch Modification",
+      "input": {
+        "primary": "audio",
+        "secondary": []
+      },
+      "output": {
+        "primary": "audio",
+        "audioType": "general"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "modification": "transformation"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Tempo adjustment",
+          "Pitch shifting",
+          "Time stretching"
+        ],
+        "platforms": ["Standard tools", "Adobe"],
+        "exampleModels": ["Rubber Band", "Paulstretch"]
+      }
+    },
+    {
+      "id": "music-to-music-mastering",
+      "name": "AI Music Mastering",
+      "input": {
+        "primary": "music",
+        "secondary": []
+      },
+      "output": {
+        "primary": "audio",
+        "audioType": "music"
+      },
+      "characteristics": {
+        "processType": "enhancement",
+        "audioType": "music",
+        "modification": "enhancement"
+      },
+      "metadata": {
+        "maturityLevel": "emerging",
+        "commonUseCases": [
+          "Automated mastering",
+          "Mix enhancement",
+          "Final polish"
+        ],
+        "platforms": ["LANDR", "iZotope", "eMastered"],
+        "exampleModels": ["LANDR", "iZotope Ozone"]
+      }
+    },
+    {
+      "id": "audio-to-audio-spatial",
+      "name": "Spatial Audio Conversion",
+      "input": {
+        "primary": "audio",
+        "secondary": []
+      },
+      "output": {
+        "primary": "audio",
+        "audioType": "general"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "modification": "transformation"
+      },
+      "metadata": {
+        "maturityLevel": "emerging",
+        "commonUseCases": [
+          "Stereo to spatial",
+          "Binaural conversion",
+          "3D audio creation"
+        ],
+        "platforms": ["Dolby", "Sony", "Experimental"],
+        "exampleModels": ["Dolby Atmos", "Sony 360 Reality Audio"]
+      }
     }
   ]
 }

taxonomy/image-generation/creation/modalities.json

@@ -29,6 +29,160 @@
         "platforms": ["Replicate", "Stability AI", "Midjourney", "DALL-E"],
         "exampleModels": ["Stable Diffusion", "DALL-E 3", "Midjourney"]
       }
+    },
+    {
+      "id": "text-img-to-img",
+      "name": "Text + Image to Image",
+      "input": {
+        "primary": "text",
+        "secondary": ["image"]
+      },
+      "output": {
+        "primary": "image"
+      },
+      "characteristics": {
+        "processType": "synthesis",
+        "generationType": "synthesis",
+        "guidanceType": "text-and-visual"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Image-guided generation",
+          "Style reference",
+          "Composition guidance"
+        ],
+        "platforms": ["Replicate", "Stability AI", "Midjourney"],
+        "exampleModels": ["Stable Diffusion with ControlNet", "DALL-E 3", "Midjourney"]
+      }
+    },
+    {
+      "id": "img-to-img-upscale",
+      "name": "Image Upscaling",
+      "input": {
+        "primary": "image",
+        "secondary": []
+      },
+      "output": {
+        "primary": "image"
+      },
+      "characteristics": {
+        "processType": "enhancement",
+        "generationType": "synthesis"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Resolution enhancement",
+          "Quality improvement",
+          "Detail enhancement"
+        ],
+        "platforms": ["Topaz", "Replicate", "Stability AI"],
+        "exampleModels": ["Real-ESRGAN", "Topaz Gigapixel", "SUPIR"]
+      }
+    },
+    {
+      "id": "vid-to-img-frame-extraction",
+      "name": "Video to Image (Frame Extraction)",
+      "input": {
+        "primary": "video",
+        "secondary": []
+      },
+      "output": {
+        "primary": "image"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "generationType": "synthesis"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Frame extraction",
+          "Thumbnail generation",
+          "Video analysis"
+        ],
+        "platforms": ["FFmpeg", "Standard tools"],
+        "exampleModels": []
+      }
+    },
+    {
+      "id": "3d-to-img-render",
+      "name": "3D to Image (Rendering)",
+      "input": {
+        "primary": "3d-model",
+        "secondary": []
+      },
+      "output": {
+        "primary": "image"
+      },
+      "characteristics": {
+        "processType": "rendering",
+        "renderType": "3d-rendering",
+        "generationType": "synthesis"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Product rendering",
+          "3D visualization",
+          "Architectural rendering"
+        ],
+        "platforms": ["Blender", "Unreal Engine", "Unity"],
+        "exampleModels": []
+      }
+    },
+    {
+      "id": "audio-to-img-visualization",
+      "name": "Audio to Image (Visualization)",
+      "input": {
+        "primary": "audio",
+        "secondary": ["text"]
+      },
+      "output": {
+        "primary": "image"
+      },
+      "characteristics": {
+        "processType": "synthesis",
+        "audioVisualization": true,
+        "generationType": "synthesis"
+      },
+      "metadata": {
+        "maturityLevel": "experimental",
+        "commonUseCases": [
+          "Album art generation",
+          "Sound visualization",
+          "Music imagery"
+        ],
+        "platforms": ["Experimental"],
+        "exampleModels": []
+      }
+    },
+    {
+      "id": "sketch-to-img",
+      "name": "Sketch to Image",
+      "input": {
+        "primary": "image",
+        "secondary": ["text"]
+      },
+      "output": {
+        "primary": "image"
+      },
+      "characteristics": {
+        "processType": "synthesis",
+        "generationType": "synthesis",
+        "guidanceType": "text-and-visual"
+      },
+      "metadata": {
+        "maturityLevel": "emerging",
+        "commonUseCases": [
+          "Sketch refinement",
+          "Concept development",
+          "Design exploration"
+        ],
+        "platforms": ["Replicate", "Stability AI"],
+        "exampleModels": ["ControlNet Scribble", "Pix2Pix"]
+      }
     }
   ]
 }

taxonomy/image-generation/editing/modalities.json

@@ -30,6 +30,293 @@
         "platforms": ["Replicate", "Stability AI", "Midjourney"],
         "exampleModels": ["Stable Diffusion img2img", "ControlNet"]
       }
+    },
+    {
+      "id": "img-to-img-inpainting",
+      "name": "Image Inpainting",
+      "input": {
+        "primary": "image",
+        "secondary": ["text"]
+      },
+      "output": {
+        "primary": "image"
+      },
+      "characteristics": {
+        "processType": "inpainting",
+        "transformationTypes": ["inpainting"],
+        "modification": "selective-editing"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Object removal",
+          "Background extension",
+          "Image repair",
+          "Content-aware fill"
+        ],
+        "platforms": ["Replicate", "Adobe", "Stability AI"],
+        "exampleModels": ["Stable Diffusion Inpainting", "LaMa", "Adobe Firefly"]
+      }
+    },
+    {
+      "id": "img-to-img-outpainting",
+      "name": "Image Outpainting",
+      "input": {
+        "primary": "image",
+        "secondary": ["text"]
+      },
+      "output": {
+        "primary": "image"
+      },
+      "characteristics": {
+        "processType": "synthesis",
+        "transformationTypes": ["editing"],
+        "modification": "selective-editing"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Canvas extension",
+          "Image expansion",
+          "Background generation"
+        ],
+        "platforms": ["Replicate", "DALL-E", "Stability AI"],
+        "exampleModels": ["Stable Diffusion Outpainting", "DALL-E Outpainting"]
+      }
+    },
+    {
+      "id": "img-to-img-style-transfer",
+      "name": "Image Style Transfer",
+      "input": {
+        "primary": "image",
+        "secondary": ["image", "text"]
+      },
+      "output": {
+        "primary": "image"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "transformationTypes": ["style-transfer"],
+        "modification": "transformation"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Artistic style application",
+          "Photo stylization",
+          "Creative filters"
+        ],
+        "platforms": ["Replicate", "Stability AI"],
+        "exampleModels": ["StyleGAN", "Neural Style Transfer", "InstantStyle"]
+      }
+    },
+    {
+      "id": "img-to-img-colorization",
+      "name": "Image Colorization",
+      "input": {
+        "primary": "image",
+        "secondary": []
+      },
+      "output": {
+        "primary": "image"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "transformationTypes": ["enhancement"],
+        "modification": "enhancement"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Black and white colorization",
+          "Historical photo restoration",
+          "Photo enhancement"
+        ],
+        "platforms": ["Replicate", "DeOldify"],
+        "exampleModels": ["DeOldify", "Colorful Image Colorization"]
+      }
+    },
+    {
+      "id": "img-to-img-enhancement",
+      "name": "Image Enhancement",
+      "input": {
+        "primary": "image",
+        "secondary": []
+      },
+      "output": {
+        "primary": "image"
+      },
+      "characteristics": {
+        "processType": "enhancement",
+        "transformationTypes": ["enhancement"],
+        "modification": "enhancement"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Quality improvement",
+          "Noise reduction",
+          "Sharpening",
+          "Dynamic range enhancement"
+        ],
+        "platforms": ["Topaz", "Adobe", "Replicate"],
+        "exampleModels": ["Topaz Photo AI", "Adobe Enhance"]
+      }
+    },
+    {
+      "id": "img-to-img-restoration",
+      "name": "Image Restoration",
+      "input": {
+        "primary": "image",
+        "secondary": []
+      },
+      "output": {
+        "primary": "image"
+      },
+      "characteristics": {
+        "processType": "enhancement",
+        "transformationTypes": ["enhancement"],
+        "modification": "restoration"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Old photo restoration",
+          "Damaged image repair",
+          "Artifact removal"
+        ],
+        "platforms": ["Replicate", "Remini"],
+        "exampleModels": ["GFPGAN", "CodeFormer", "Remini"]
+      }
+    },
+    {
+      "id": "img-to-img-background-removal",
+      "name": "Background Removal",
+      "input": {
+        "primary": "image",
+        "secondary": []
+      },
+      "output": {
+        "primary": "image"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "transformationTypes": ["object-editing"],
+        "modification": "selective-editing"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Background removal",
+          "Subject isolation",
+          "Product photography"
+        ],
+        "platforms": ["Remove.bg", "Adobe", "Replicate"],
+        "exampleModels": ["U2-Net", "RMBG", "SAM"]
+      }
+    },
+    {
+      "id": "img-to-img-relighting",
+      "name": "Image Relighting",
+      "input": {
+        "primary": "image",
+        "secondary": ["text"]
+      },
+      "output": {
+        "primary": "image"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "transformationTypes": ["enhancement"],
+        "modification": "enhancement"
+      },
+      "metadata": {
+        "maturityLevel": "emerging",
+        "commonUseCases": [
+          "Lighting adjustment",
+          "Portrait relighting",
+          "Scene mood change"
+        ],
+        "platforms": ["Experimental", "Adobe"],
+        "exampleModels": ["IC-Light"]
+      }
+    },
+    {
+      "id": "img-to-img-face-swap",
+      "name": "Face Swap",
+      "input": {
+        "primary": "image",
+        "secondary": ["image"]
+      },
+      "output": {
+        "primary": "image"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "transformationTypes": ["object-editing"],
+        "modification": "selective-editing"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Face replacement",
+          "Identity swap",
+          "Portrait editing"
+        ],
+        "platforms": ["Replicate", "FaceSwap"],
+        "exampleModels": ["InsightFace", "SimSwap", "Roop"]
+      }
+    },
+    {
+      "id": "img-to-img-depth-map",
+      "name": "Depth Map Generation",
+      "input": {
+        "primary": "image",
+        "secondary": []
+      },
+      "output": {
+        "primary": "image"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "transformationTypes": ["editing"]
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Depth estimation",
+          "3D reconstruction prep",
+          "Spatial understanding"
+        ],
+        "platforms": ["Replicate", "HuggingFace"],
+        "exampleModels": ["Depth-Anything", "MiDaS", "ZoeDepth"]
+      }
+    },
+    {
+      "id": "img-to-img-segmentation",
+      "name": "Image Segmentation",
+      "input": {
+        "primary": "image",
+        "secondary": ["text"]
+      },
+      "output": {
+        "primary": "image"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "transformationTypes": ["object-editing"],
+        "modification": "selective-editing"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Object isolation",
+          "Semantic segmentation",
+          "Masking"
+        ],
+        "platforms": ["Replicate", "Meta"],
+        "exampleModels": ["Segment Anything (SAM)", "Semantic Segment Anything"]
+      }
     }
   ]
 }

taxonomy/text-generation/creation/modalities.json

@@ -2,6 +2,230 @@
   "fileType": "multimodal-ai-taxonomy",
   "outputModality": "text",
   "operationType": "creation",
-  "description": "Modalities for creating text content from various inputs (placeholder for future expansion)",
-  "modalities": []
+  "description": "Modalities for creating text content from various multimodal inputs",
+  "modalities": [
+    {
+      "id": "audio-to-text-transcription",
+      "name": "Audio to Text (Transcription)",
+      "input": {
+        "primary": "audio",
+        "secondary": []
+      },
+      "output": {
+        "primary": "text"
+      },
+      "characteristics": {
+        "processType": "transformation"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Speech transcription",
+          "Meeting notes",
+          "Subtitling",
+          "Accessibility"
+        ],
+        "platforms": ["OpenAI", "AssemblyAI", "Deepgram", "Google Cloud"],
+        "exampleModels": ["Whisper", "AssemblyAI", "Deepgram Nova"]
+      }
+    },
+    {
+      "id": "img-to-text-captioning",
+      "name": "Image to Text (Captioning)",
+      "input": {
+        "primary": "image",
+        "secondary": []
+      },
+      "output": {
+        "primary": "text"
+      },
+      "characteristics": {
+        "processType": "synthesis"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Image description",
+          "Alt text generation",
+          "Scene understanding",
+          "Accessibility"
+        ],
+        "platforms": ["OpenAI", "Google Cloud", "HuggingFace"],
+        "exampleModels": ["GPT-4 Vision", "BLIP", "LLaVA", "Gemini Vision"]
+      }
+    },
+    {
+      "id": "img-to-text-ocr",
+      "name": "Image to Text (OCR)",
+      "input": {
+        "primary": "image",
+        "secondary": []
+      },
+      "output": {
+        "primary": "text"
+      },
+      "characteristics": {
+        "processType": "transformation"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Text extraction",
+          "Document digitization",
+          "Receipt scanning",
+          "Data entry automation"
+        ],
+        "platforms": ["Google Cloud", "AWS", "Azure", "Tesseract"],
+        "exampleModels": ["Google Cloud Vision", "AWS Textract", "Tesseract", "EasyOCR"]
+      }
+    },
+    {
+      "id": "vid-to-text-transcription",
+      "name": "Video to Text (Transcription)",
+      "input": {
+        "primary": "video",
+        "secondary": []
+      },
+      "output": {
+        "primary": "text"
+      },
+      "characteristics": {
+        "processType": "transformation"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Video subtitling",
+          "Content indexing",
+          "Meeting transcription",
+          "Accessibility"
+        ],
+        "platforms": ["OpenAI", "AssemblyAI", "YouTube", "Rev"],
+        "exampleModels": ["Whisper", "AssemblyAI", "Google Speech-to-Text"]
+      }
+    },
+    {
+      "id": "vid-to-text-captioning",
+      "name": "Video to Text (Captioning/Description)",
+      "input": {
+        "primary": "video",
+        "secondary": []
+      },
+      "output": {
+        "primary": "text"
+      },
+      "characteristics": {
+        "processType": "synthesis"
+      },
+      "metadata": {
+        "maturityLevel": "emerging",
+        "commonUseCases": [
+          "Video description",
+          "Content summarization",
+          "Scene understanding",
+          "Accessibility"
+        ],
+        "platforms": ["OpenAI", "Google", "Experimental"],
+        "exampleModels": ["GPT-4 Vision", "Gemini Video", "Video-LLaMA"]
+      }
+    },
+    {
+      "id": "multimodal-to-text-vqa",
+      "name": "Visual Question Answering",
+      "input": {
+        "primary": "image",
+        "secondary": ["text"]
+      },
+      "output": {
+        "primary": "text"
+      },
+      "characteristics": {
+        "processType": "synthesis",
+        "guidanceType": "multimodal"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Image Q&A",
+          "Visual information retrieval",
+          "Educational applications",
+          "Accessibility"
+        ],
+        "platforms": ["OpenAI", "Anthropic", "Google"],
+        "exampleModels": ["GPT-4 Vision", "Claude", "Gemini Vision"]
+      }
+    },
+    {
+      "id": "3d-to-text-description",
+      "name": "3D Model to Text (Description)",
+      "input": {
+        "primary": "3d-model",
+        "secondary": []
+      },
+      "output": {
+        "primary": "text"
+      },
+      "characteristics": {
+        "processType": "synthesis"
+      },
+      "metadata": {
+        "maturityLevel": "experimental",
+        "commonUseCases": [
+          "3D model description",
+          "Asset cataloging",
+          "Model understanding"
+        ],
+        "platforms": ["Experimental"],
+        "exampleModels": []
+      }
+    },
+    {
+      "id": "music-to-text-transcription",
+      "name": "Music to Text (Transcription)",
+      "input": {
+        "primary": "music",
+        "secondary": []
+      },
+      "output": {
+        "primary": "text"
+      },
+      "characteristics": {
+        "processType": "transformation"
+      },
+      "metadata": {
+        "maturityLevel": "emerging",
+        "commonUseCases": [
+          "Music notation",
+          "Sheet music generation",
+          "MIDI to score"
+        ],
+        "platforms": ["Experimental", "AnthemScore"],
+        "exampleModels": ["AnthemScore", "Audio to MIDI"]
+      }
+    },
+    {
+      "id": "audio-to-text-diarization",
+      "name": "Audio to Text (Speaker Diarization)",
+      "input": {
+        "primary": "audio",
+        "secondary": []
+      },
+      "output": {
+        "primary": "text"
+      },
+      "characteristics": {
+        "processType": "transformation"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Multi-speaker transcription",
+          "Meeting notes with speakers",
+          "Interview transcription"
+        ],
+        "platforms": ["AssemblyAI", "Deepgram", "Pyannote"],
+        "exampleModels": ["Pyannote", "AssemblyAI", "Whisper + Diarization"]
+      }
+    }
+  ]
 }

taxonomy/text-generation/editing/modalities.json

@@ -2,6 +2,107 @@
   "fileType": "multimodal-ai-taxonomy",
   "outputModality": "text",
   "operationType": "editing",
-  "description": "Modalities for editing and transforming existing text content (placeholder for future expansion)",
-  "modalities": []
+  "description": "Modalities for editing and transforming existing text content",
+  "modalities": [
+    {
+      "id": "text-to-text-translation",
+      "name": "Text Translation",
+      "input": {
+        "primary": "text",
+        "secondary": []
+      },
+      "output": {
+        "primary": "text"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "modification": "transformation"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Language translation",
+          "Localization",
+          "Multilingual content"
+        ],
+        "platforms": ["Google Translate", "DeepL", "OpenAI"],
+        "exampleModels": ["Google Translate", "DeepL", "GPT-4", "NLLB"]
+      }
+    },
+    {
+      "id": "text-to-text-summarization",
+      "name": "Text Summarization",
+      "input": {
+        "primary": "text",
+        "secondary": []
+      },
+      "output": {
+        "primary": "text"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "modification": "transformation"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Document summarization",
+          "Content condensation",
+          "Abstract generation"
+        ],
+        "platforms": ["OpenAI", "Anthropic", "HuggingFace"],
+        "exampleModels": ["GPT-4", "Claude", "BART"]
+      }
+    },
+    {
+      "id": "text-to-text-paraphrasing",
+      "name": "Text Paraphrasing/Rewriting",
+      "input": {
+        "primary": "text",
+        "secondary": []
+      },
+      "output": {
+        "primary": "text"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "modification": "transformation"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Content rewriting",
+          "Style adjustment",
+          "Tone modification"
+        ],
+        "platforms": ["OpenAI", "Anthropic", "QuillBot"],
+        "exampleModels": ["GPT-4", "Claude", "QuillBot"]
+      }
+    },
+    {
+      "id": "text-to-text-grammar-correction",
+      "name": "Grammar & Spelling Correction",
+      "input": {
+        "primary": "text",
+        "secondary": []
+      },
+      "output": {
+        "primary": "text"
+      },
+      "characteristics": {
+        "processType": "enhancement",
+        "modification": "enhancement"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Proofreading",
+          "Error correction",
+          "Writing improvement"
+        ],
+        "platforms": ["Grammarly", "LanguageTool", "OpenAI"],
+        "exampleModels": ["Grammarly", "LanguageTool", "GPT-4"]
+      }
+    }
+  ]
 }

taxonomy/video-generation/creation/modalities.json

@@ -323,6 +323,153 @@
         "platforms": ["Blender", "Unreal Engine", "Unity"],
         "exampleModels": []
       }
+    },
+    {
+      "id": "music-to-vid",
+      "name": "Music to Video",
+      "input": {
+        "primary": "music",
+        "secondary": ["text"]
+      },
+      "output": {
+        "primary": "video",
+        "audio": true,
+        "audioType": "music"
+      },
+      "characteristics": {
+        "processType": "synthesis",
+        "audioVisualization": true,
+        "motionType": "audio-reactive",
+        "audioVideoSync": true
+      },
+      "metadata": {
+        "maturityLevel": "emerging",
+        "commonUseCases": [
+          "Music video generation",
+          "Lyric videos",
+          "Album visualizers"
+        ],
+        "platforms": ["Replicate", "Experimental"],
+        "exampleModels": ["Stable Diffusion Video"]
+      }
+    },
+    {
+      "id": "text-to-vid-music",
+      "name": "Text to Video with Music",
+      "input": {
+        "primary": "text",
+        "secondary": []
+      },
+      "output": {
+        "primary": "video",
+        "audio": true,
+        "audioType": "music"
+      },
+      "characteristics": {
+        "processType": "synthesis",
+        "audioGeneration": "synthesized",
+        "audioPrompting": "text-based",
+        "audioVideoSync": true,
+        "motionType": "general"
+      },
+      "metadata": {
+        "maturityLevel": "experimental",
+        "commonUseCases": [
+          "Promotional videos",
+          "Social media content",
+          "Advertisement creation"
+        ],
+        "platforms": ["Experimental"],
+        "exampleModels": []
+      }
+    },
+    {
+      "id": "img-to-vid-music",
+      "name": "Image to Video with Music",
+      "input": {
+        "primary": "image",
+        "secondary": ["text"]
+      },
+      "output": {
+        "primary": "video",
+        "audio": true,
+        "audioType": "music"
+      },
+      "characteristics": {
+        "processType": "synthesis",
+        "audioGeneration": "synthesized",
+        "audioPrompting": "text-based",
+        "motionType": "general",
+        "audioCharacteristics": ["melodic", "rhythmic"]
+      },
+      "metadata": {
+        "maturityLevel": "experimental",
+        "commonUseCases": [
+          "Photo slideshow creation",
+          "Social media posts",
+          "Memory videos"
+        ],
+        "platforms": ["Experimental"],
+        "exampleModels": []
+      }
+    },
+    {
+      "id": "vid-to-vid-upscale",
+      "name": "Video Upscaling",
+      "input": {
+        "primary": "video",
+        "secondary": []
+      },
+      "output": {
+        "primary": "video",
+        "audio": true,
+        "audioType": "original"
+      },
+      "characteristics": {
+        "processType": "enhancement",
+        "audioHandling": "passthrough",
+        "preserveAudio": true
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Resolution enhancement",
+          "Quality improvement",
+          "Restoration"
+        ],
+        "platforms": ["Topaz", "Replicate"],
+        "exampleModels": ["Topaz Video AI", "Real-ESRGAN Video"]
+      }
+    },
+    {
+      "id": "multimodal-vid-text-to-vid",
+      "name": "Video + Text to Video",
+      "input": {
+        "primary": "video",
+        "secondary": ["text"]
+      },
+      "output": {
+        "primary": "video",
+        "audio": true,
+        "audioType": "original"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "guidanceType": "text-and-visual",
+        "audioHandling": "passthrough",
+        "preserveAudio": true,
+        "motionType": "guided"
+      },
+      "metadata": {
+        "maturityLevel": "emerging",
+        "commonUseCases": [
+          "Video-guided generation",
+          "Motion transfer",
+          "Style-guided video"
+        ],
+        "platforms": ["Replicate", "RunwayML"],
+        "exampleModels": ["Gen-2", "Pika"]
+      }
     }
   ]
 }

taxonomy/video-generation/editing/modalities.json

@@ -58,6 +58,217 @@
         "platforms": ["Replicate", "RunwayML"],
         "exampleModels": []
       }
+    },
+    {
+      "id": "vid-to-vid-inpainting",
+      "name": "Video Inpainting",
+      "input": {
+        "primary": "video",
+        "secondary": ["text"]
+      },
+      "output": {
+        "primary": "video",
+        "audio": true,
+        "audioType": "original"
+      },
+      "characteristics": {
+        "processType": "inpainting",
+        "transformationTypes": ["object-editing"],
+        "preserveAudio": true,
+        "audioHandling": "passthrough",
+        "modification": "selective-editing"
+      },
+      "metadata": {
+        "maturityLevel": "emerging",
+        "commonUseCases": [
+          "Object removal",
+          "Background replacement",
+          "Video cleanup"
+        ],
+        "platforms": ["Replicate", "RunwayML", "Adobe"],
+        "exampleModels": ["ProPainter", "E2FGVI"]
+      }
+    },
+    {
+      "id": "vid-to-vid-enhancement",
+      "name": "Video Enhancement",
+      "input": {
+        "primary": "video",
+        "secondary": []
+      },
+      "output": {
+        "primary": "video",
+        "audio": true,
+        "audioType": "original"
+      },
+      "characteristics": {
+        "processType": "enhancement",
+        "transformationTypes": ["enhancement"],
+        "preserveAudio": true,
+        "audioHandling": "passthrough",
+        "modification": "enhancement"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Quality improvement",
+          "Noise reduction",
+          "Color grading",
+          "Stabilization"
+        ],
+        "platforms": ["Topaz", "Adobe", "Replicate"],
+        "exampleModels": ["Topaz Video AI", "DAIN", "Real-ESRGAN"]
+      }
+    },
+    {
+      "id": "vid-to-vid-interpolation",
+      "name": "Video Frame Interpolation",
+      "input": {
+        "primary": "video",
+        "secondary": []
+      },
+      "output": {
+        "primary": "video",
+        "audio": true,
+        "audioType": "original"
+      },
+      "characteristics": {
+        "processType": "enhancement",
+        "transformationTypes": ["motion-modification"],
+        "preserveAudio": true,
+        "audioHandling": "passthrough",
+        "modification": "enhancement"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Frame rate increase",
+          "Slow motion creation",
+          "Smooth motion"
+        ],
+        "platforms": ["Topaz", "Replicate"],
+        "exampleModels": ["RIFE", "DAIN", "Flowframes"]
+      }
+    },
+    {
+      "id": "vid-to-vid-colorization",
+      "name": "Video Colorization",
+      "input": {
+        "primary": "video",
+        "secondary": []
+      },
+      "output": {
+        "primary": "video",
+        "audio": true,
+        "audioType": "original"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "transformationTypes": ["enhancement"],
+        "preserveAudio": true,
+        "audioHandling": "passthrough",
+        "modification": "enhancement"
+      },
+      "metadata": {
+        "maturityLevel": "emerging",
+        "commonUseCases": [
+          "Black and white restoration",
+          "Historical footage colorization",
+          "Archival restoration"
+        ],
+        "platforms": ["Replicate", "DeOldify"],
+        "exampleModels": ["DeOldify", "Video Colorization"]
+      }
+    },
+    {
+      "id": "vid-to-vid-deepfake",
+      "name": "Video Face Swap",
+      "input": {
+        "primary": "video",
+        "secondary": ["image"]
+      },
+      "output": {
+        "primary": "video",
+        "audio": true,
+        "audioType": "original"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "transformationTypes": ["object-editing"],
+        "preserveAudio": true,
+        "audioHandling": "passthrough",
+        "modification": "selective-editing"
+      },
+      "metadata": {
+        "maturityLevel": "mature",
+        "commonUseCases": [
+          "Face replacement",
+          "Character substitution",
+          "Visual effects"
+        ],
+        "platforms": ["Replicate", "DeepFaceLab"],
+        "exampleModels": ["DeepFaceLab", "Roop", "FaceSwap"]
+      }
+    },
+    {
+      "id": "vid-to-vid-relighting",
+      "name": "Video Relighting",
+      "input": {
+        "primary": "video",
+        "secondary": ["text"]
+      },
+      "output": {
+        "primary": "video",
+        "audio": true,
+        "audioType": "original"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "transformationTypes": ["enhancement"],
+        "preserveAudio": true,
+        "audioHandling": "passthrough",
+        "modification": "enhancement"
+      },
+      "metadata": {
+        "maturityLevel": "experimental",
+        "commonUseCases": [
+          "Lighting adjustment",
+          "Time of day change",
+          "Mood alteration"
+        ],
+        "platforms": ["Experimental"],
+        "exampleModels": []
+      }
+    },
+    {
+      "id": "vid-to-vid-segmentation",
+      "name": "Video Segmentation",
+      "input": {
+        "primary": "video",
+        "secondary": ["text"]
+      },
+      "output": {
+        "primary": "video",
+        "audio": true,
+        "audioType": "original"
+      },
+      "characteristics": {
+        "processType": "transformation",
+        "transformationTypes": ["object-editing"],
+        "preserveAudio": true,
+        "audioHandling": "passthrough",
+        "modification": "selective-editing"
+      },
+      "metadata": {
+        "maturityLevel": "emerging",
+        "commonUseCases": [
+          "Background removal",
+          "Object isolation",
+          "Green screen replacement"
+        ],
+        "platforms": ["Replicate", "Runway", "Unscreen"],
+        "exampleModels": ["Segment Anything Video", "XMem", "Cutout.pro"]
+      }
     }
   ]
 }