There are 26 repositories under depth-prediction topic.
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
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)
The code and data of DiverseDepth
Code for "DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion" (CVPR 2021)
[ECCV 2020] Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance
🌊 Image to → 2.5D Parallax Effect Video. A Free and Open Source ImmersityAI alternative
[ECCV 2018]: T2Net: Synthetic-to-Realistic Translation for Depth Estimation Tasks
The example of running Depth Prediction using Core ML
Enforcing Temporal Consistency in Video Depth Estimation, ICCV-W 2021.
Code for T-ITS paper "Unsupervised Learning of Depth, Optical Flow and Pose with Occlusion from 3D Geometry" and for ICRA paper "Unsupervised Learning of Monocular Depth and Ego-Motion Using Multiple Masks".
TriDepth: Triangular Patch-based Deep Depth Prediction [Kaneko+, ICCVW2019(oral)]
MVSNet: Depth Inference for Unstructured Multi-view Stereo using pytorch-lightning
Monocular depth prediction with PyTorch
[ECCV 2024] Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions
Depth Estimate GUI - Windows, Mac, Linux
Quick lookup for BlendedMVS scenes
Monocular Depth Estimation - Weighted-average prediction from multiple pre-trained depth estimation models
Monocular Depth Estimation with Unity Sentis
FisheyeDistanceNet
Python based GUI for Satellite Derived Bathymetry processing
Rankings include: BetterDepth Depth Anything DPT FutureDepth GBDMF GenPercept GeoWizard LeReS LightedDepth LFVRT Marigold Metric3D MiDaS NeWCRFs PatchFusion UniDepth ZoeDepth
edepth is an open-source, trainable CNN-based model for depth estimation from single images, videos, and live camera feeds.