depth-prediction

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

Deeper Depth Prediction with Fully Convolutional Residual Networks (FCRN)

This repo contains the projects: 'Virtual Normal', 'DiverseDepth', and '3D Scene Shape'. They aim to solve the monocular depth estimation, 3D scene reconstruction from single image problems.

List of projects for 3d reconstruction

🌊 Images to → 3D Parallax effect video. A free and open source ImmersityAI alternative

ICRA 2019 "Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera"

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI) [MVA 2019]

Monocular Depth Prediction

ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (PyTorch Implementation)

ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (Torch Implementation)

official implementation of "Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries"

Single Image Depth Estimation with Feature Pyramid Network

PyTorch implementation of Deep Ordinal Regression Network for Monocular Depth Estimation

Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching using pytorch-lightning

Official implementation of the paper: Behind the Scenes: Density Fields for Single View Reconstruction (CVPR 2023)

Code for "DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion" (CVPR 2021)

The code and data of DiverseDepth

[ECCV 2020] Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance

We’re looking forward to new models based on DINOv3. For now rankings include: BetterDepth BRIDGE BriGeS ChronoDepth Depth Any Video Depth Anything Depth Pro DepthCrafter FE2E GRIN M2SVid MASt3R MegaSaM Metric3D Metric-Solver MoGe NVDS SpatialTrackerV2 StereoCrafter SVG Uni4D UniDepth UniK3D VGGT Video Depth Anything π^3