data/train.jsonl

{"id": "img-to-vid-no-audio", "name": "Image to Video (No Audio)", "input_primary": "image", "input_secondary": [], "output_primary": "video", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"audioGeneration\": \"none\", \"lipSync\": false, \"motionType\": \"general\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Static image animation", "Product visualization", "Concept previsualization"], "metadata_platforms": ["Replicate", "FAL AI", "Stability AI"], "metadata_example_models": ["Stable Video Diffusion", "AnimateDiff"], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
{"id": "img-to-vid-ambient-audio", "name": "Image to Video (Ambient Audio)", "input_primary": "image", "input_secondary": ["text"], "output_primary": "video", "output_audio": true, "output_audio_type": "ambient", "characteristics": "{\"processType\": \"synthesis\", \"audioGeneration\": \"synthesized\", \"audioPrompting\": \"text-based\", \"lipSync\": false, \"motionType\": \"general\", \"audioCharacteristics\": [\"background\", \"environmental\", \"atmospheric\"]}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Scene ambiance creation", "Marketplace atmosphere", "Environmental storytelling"], "metadata_platforms": ["FAL AI", "Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
{"id": "img-to-vid-lipsync-text", "name": "Image to Video (Lip Sync from Text)", "input_primary": "image", "input_secondary": ["text"], "output_primary": "video", "output_audio": true, "output_audio_type": "speech", "characteristics": "{\"processType\": \"synthesis\", \"audioGeneration\": \"text-to-speech\", \"audioPrompting\": \"text-based\", \"lipSync\": true, \"lipSyncMethod\": \"generated-from-text\", \"motionType\": \"facial\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Avatar creation", "Character animation from portrait", "Marketing personalization"], "metadata_platforms": ["Replicate", "FAL AI", "HeyGen"], "metadata_example_models": ["Wav2Lip", "SadTalker", "DreamTalk"], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
{"id": "img-to-vid-lipsync-audio", "name": "Image to Video (Lip Sync from Audio)", "input_primary": "image", "input_secondary": ["audio"], "output_primary": "video", "output_audio": true, "output_audio_type": "speech", "characteristics": "{\"processType\": \"synthesis\", \"audioGeneration\": \"reference-based\", \"audioPrompting\": \"audio-reference\", \"lipSync\": true, \"lipSyncMethod\": \"audio-driven\", \"motionType\": \"facial\"}", "metadata_maturity_level": "mature", "metadata_common_use_cases": ["Voice cloning with video", "Dubbing and localization", "Podcast video generation"], "metadata_platforms": ["Replicate", "FAL AI"], "metadata_example_models": ["Wav2Lip", "SadTalker"], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
{"id": "img-to-vid-lipsync-lora", "name": "Image to Video (Lip Sync with LoRA Character)", "input_primary": "image", "input_secondary": ["text", "lora-model"], "output_primary": "video", "output_audio": true, "output_audio_type": "speech", "characteristics": "{\"processType\": \"synthesis\", \"audioGeneration\": \"text-to-speech\", \"audioPrompting\": \"text-based\", \"lipSync\": true, \"lipSyncMethod\": \"generated-from-text\", \"characterReference\": \"lora\", \"motionType\": \"facial\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Consistent character animation", "Brand mascot videos", "Personalized avatars"], "metadata_platforms": ["Specialized services"], "metadata_example_models": [], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
{"id": "text-to-vid-no-audio", "name": "Text to Video (No Audio)", "input_primary": "text", "input_secondary": [], "output_primary": "video", "output_audio": false, "output_audio_type": "", "characteristics": "{\"processType\": \"synthesis\", \"audioGeneration\": \"none\", \"motionType\": \"general\"}", "metadata_maturity_level": "emerging", "metadata_common_use_cases": ["Concept visualization", "Storyboarding", "Creative exploration"], "metadata_platforms": ["Replicate", "FAL AI", "RunwayML"], "metadata_example_models": ["ModelScope", "ZeroScope"], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
{"id": "text-to-vid-with-audio", "name": "Text to Video (With Audio)", "input_primary": "text", "input_secondary": [], "output_primary": "video", "output_audio": true, "output_audio_type": "synchronized", "characteristics": "{\"processType\": \"synthesis\", \"audioGeneration\": \"synthesized\", \"audioPrompting\": \"text-based\", \"audioVideoSync\": true, \"motionType\": \"general\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Complete scene generation", "Multimedia storytelling"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
{"id": "audio-to-vid", "name": "Audio to Video", "input_primary": "audio", "input_secondary": ["text"], "output_primary": "video", "output_audio": true, "output_audio_type": "original", "characteristics": "{\"processType\": \"synthesis\", \"audioVisualization\": true, \"motionType\": \"audio-reactive\"}", "metadata_maturity_level": "experimental", "metadata_common_use_cases": ["Music visualization", "Audio-reactive art", "Podcast video generation"], "metadata_platforms": ["Experimental"], "metadata_example_models": [], "relationships": "{}", "output_modality": "video", "operation_type": "creation"}
{"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"}