---
title: Marigold-LCM Depth Estimation
emoji: 🏵️
colorFrom: blue
colorTo: red
sdk: gradio
sdk_version: 4.32.2
app_file: app.py
pinned: true
license: cc-by-sa-4.0
models:
- prs-eth/marigold-depth-lcm-v1-0
hf_oauth: true
hf_oauth_expiration_minutes: 43200
---

This is a demo of Marigold-LCM, the state-of-the-art depth estimator for images in the wild.
It combines the power of the original Marigold 10-step estimator and the Latent Consistency Models, delivering high-quality results in as little as one step.
Find out more in our CVPR 2024 Oral paper titled ["Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation"](https://arxiv.org/abs/2312.02145)

```
@InProceedings{ke2023repurposing,
  title={Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation},
  author={Bingxin Ke and Anton Obukhov and Shengyu Huang and Nando Metzger and Rodrigo Caye Daudt and Konrad Schindler},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2024}
}
```