Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis
Paper
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2505.09358
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Published
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26
Marigold Computer Vision
All things Marigold
Note Journal extension of our CVPR 2024 paper, featuring new tasks, improved efficiency, high-resolution capabilities, and enhanced accessibility.
Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation
Paper • 2312.02145 • Published • 7Note This CVPR 2024 paper introduces a principled approach to repurposing large pretrained latent denoising diffusion image generators for downstream tasks, such as monocular depth estimation.
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462
Marigold Depth Estimation
🏵Generate depth maps from images
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16
Marigold Normals Estimation
🏵Generate surface normals from images
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21
Marigold Intrinsic Image Decomposition
🏵Decompose images into intrinsic components
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26
Marigold Depth Completion
🏵Generate detailed depth maps from sparse depth data
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13
Depth To 3D Print
🏆Create 3D models from depth maps
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prs-eth/marigold-depth-v1-1
Depth Estimation • Updated • 6.7k • 23 -
prs-eth/marigold-normals-v1-1
Image-to-Image • Updated • 3.85k • 6 -
prs-eth/marigold-iid-appearance-v1-1
Image-to-Image • Updated • 814 • 2 -
prs-eth/marigold-iid-lighting-v1-1
Image-to-Image • Updated • 2.98k • 4 -
prs-eth/marigold-depth-v1-0
Depth Estimation • Updated • 42.4k • 138 -
prs-eth/marigold-depth-lcm-v1-0
Depth Estimation • Updated • 1.25k • 57 -
prs-eth/marigold-normals-v0-1
Image-to-Image • Updated • 1.95k • 4 -
prs-eth/marigold-normals-lcm-v0-1
Image-to-Image • Updated • 261 • 7 -
prs-eth/marigold-disparity-affine-v0-1
Depth Estimation • Updated • 21 -
160
Marigold-LCM Depth Estimation (Deprecated)
🔴Estimate depth from images for 3D modeling