single-image-depth-prediction

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"

The repo for "Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image" and "Metric3Dv2: A Versatile Monocular Geometric Foundation Model..."

Official implementation of Adabins: Depth Estimation using adaptive bins

Monocular Depth Prediction

[ECCV 2020] Learning stereo from single images using monocular depth estimation networks

The code and data of DiverseDepth

Rankings include: Align3R BetterDepth Buffer Anytime ChronoDepth CUT3R Deep3D Depth Any Video Depth Anything Depth Pro DepthCrafter Diffusion E2E FT FutureDepth Geo4D GRIN L4P MASt3R Metric3D Metric-Solver MoGe MonST3R NVDS NVDS+ PatchFusion RollingDepth StereoCrafter UniDepth UniK3D Video Depth Anything ZeroDepth ZoeDepth

[ECCV 2024] Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions

[ECCV 2020] Single image depth prediction allows us to rectify planar surfaces in images and extract view-invariant local features for better feature matching

Depth Estimate GUI - Windows, Mac, Linux

RM-Depth: Unsupervised Learning of Recurrent Monocular Depth in Dynamic Scenes, CVPR 2022

Repository for Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction (CVPR2019)

Official implementation of "LocalBins: Improving Depth Estimation by Learning Local Distributions"

The official repository for Mobile AR Depth Estimation: Challenges & Prospects(HotMobile 2024)

Interactive monocular depth estimation in any browser

3D reconstruction from 2D single image

Video Depth Anything: Consistent Depth Estimation for Super-Long Videos