unidepth-v1-vitl14 / README.md
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metadata
library_name: UniDepth
tags:
  - monocular-metric-depth-estimation
  - pytorch_model_hub_mixin
  - model_hub_mixin
  - depth-estimation
repo_url: https://github.com/lpiccinelli-eth/UniDepth
license: cc-by-nc-4.0

arXiv arXiv ProjectPage

UniDepthV2: Universal Monocular Metric Depth Estimation Made Simpler

KITTI Benchmark PWC PWC

UniDepthV2: Universal Monocular Metric Depth Estimation Made Simpler,
Luigi Piccinelli, Christos Sakaridis, Yung-Hsu Yang, Mattia Segu, Siyuan Li, Wim Abbeloos, Luc Van Gool,
under submission,
Paper at arXiv 2502.20110

UniDepth: Universal Monocular Metric Depth Estimation

KITTI Benchmark PWC PWC

UniDepth: Universal Monocular Metric Depth Estimation,
Luigi Piccinelli, Yung-Hsu Yang, Christos Sakaridis, Mattia Segu, Siyuan Li, Luc Van Gool, Fisher Yu,
CVPR 2024,
Paper at arXiv 2403.18913

News and ToDo

  • HuggingFace/Gradio demo.
  • 28.02.2025: Release UniDepthV2.
  • 15.10.2024: Release training code.
  • 02.04.2024: Release UniDepth as python package.
  • 01.04.2024: Inference code and V1 models are released.
  • 26.02.2024: UniDepth is accepted at CVPR 2024! (Highlight :star:)

Zero-Shot Visualization

YouTube (The Office - Parkour)

animated

NuScenes (stitched cameras)

animated

Installation

... (rest of the content remains the same)