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2024-09-25 20:33:48

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Open Graph

title

Marigold Depth

description

Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation

image

site name

author

updated

2026-02-17 16:09:49

raw text

Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation CVPR 2024 (Oral, Best Paper Award Candidate) Bingxin Ke , Anton Obukhov , Shengyu Huang , Nando Metzger , Rodrigo Caye Daudt , Konrad Schindler Photogrammetry and Remote Sensing, ETH Zürich Paper Code: stars 🤗 Interactive Demo (LCM) 🧨  Diffusers Tutorial  Google Colab Marigold is the new state-of-the-art depth estimator for images in the wild. Overview We present Marigold , a diffusion model and associated fine-tuning protocol for monocular depth estimation. Its core principle is to leverage the rich visual knowledge stored in modern generative image models. Our model, derived from Sta...

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