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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22
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 • 6Note 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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413
Marigold Depth Estimation
🏵Generate depth maps from images
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6
Marigold Normals Estimation
🏵Generate surface normals from images
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8
Marigold Intrinsic Image Decomposition
🏵Decompose images into intrinsic components
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23
Marigold Depth Completion
🏵Complete depth for images using sparse depth maps
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3
Depth To 3D Print
🏆Create 3D-printable models from depth maps
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prs-eth/marigold-depth-v1-1
Depth Estimation • Updated • 5.64k • 11 -
prs-eth/marigold-normals-v1-1
Image-to-Image • Updated • 1k • 4 -
prs-eth/marigold-iid-appearance-v1-1
Image-to-Image • Updated • 592 • 2 -
prs-eth/marigold-iid-lighting-v1-1
Image-to-Image • Updated • 329 • 2 -
prs-eth/marigold-depth-v1-0
Depth Estimation • Updated • 68.7k • 130 -
prs-eth/marigold-depth-lcm-v1-0
Depth Estimation • Updated • 7.39k • 56 -
prs-eth/marigold-normals-v0-1
Image-to-Image • Updated • 7.66k • 4 -
prs-eth/marigold-normals-lcm-v0-1
Image-to-Image • Updated • 774 • 7 -
160
Marigold-LCM Depth Estimation (Deprecated)
🔴Estimate depth from images to create 3D models