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The Top 23 Deep Learning Pytorch Depth Estimation Open Source Projects

Open source projects categorized as Deep Learning Pytorch Depth Estimation
Categories > Machine Learning > Deep Learning
Categories > Depth Estimation
Monodepth2 ⭐ 3,762
[ICCV 2019] Monocular depth estimation from a single image
most recent commit 7 months ago
Densedepth ⭐ 1,365
High Quality Monocular Depth Estimation via Transfer Learning
most recent commit a year ago
3d Reconstruction With Deep Learning Methods ⭐ 653
List of projects for 3d reconstruction
most recent commit a year ago
Monodepth Pytorch ⭐ 518
Unofficial implementation of Unsupervised Monocular Depth Estimation neural network MonoDepth in PyTorch
most recent commit 5 years ago
Self Supervised Depth Completion ⭐ 418
ICRA 2019 "Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera"
most recent commit 3 years ago
Scenerf ⭐ 284
[ICCV 2023] Official implementation of "SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields"
most recent commit 4 months ago
Sparse To Dense.pytorch ⭐ 283
ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (PyTorch Implementation)
most recent commit 5 years ago
Footprints ⭐ 192
[CVPR 2020] Estimation of the visible and hidden traversable space from a single color image
most recent commit 3 years ago
Bifuse ⭐ 153
[CVPR2020] BiFuse: Monocular 360 Depth Estimation via Bi-Projection Fusion
most recent commit 4 years ago
Crestereo Pytorch ⭐ 152
Non-official Pytorch implementation of the CREStereo(CVPR 2022 Oral).
most recent commit 8 months ago
Depth Hints ⭐ 141
[ICCV 2019] Depth Hints are complementary depth suggestions which improve monocular depth estimation algorithms trained from stereo pairs
most recent commit 3 years ago
Steps ⭐ 123
This is the official repository for ICRA-2023 paper "STEPS: Joint Self-supervised Nighttime Image Enhancement and Depth Estimation"
most recent commit a year ago
Focusondepth ⭐ 105
A Monocular depth-estimation for in-the-wild AutoFocus application.
most recent commit 9 months ago
Sphericalviewsynthesis ⭐ 83
Code accompanying the paper "Spherical View Synthesis for Self-Supervised 360 Depth Estimation", 3DV 2019
most recent commit 2 years ago
Calibrated Backprojection Network ⭐ 74
PyTorch Implementation of Unsupervised Depth Completion with Calibrated Backprojection Layers (ORAL, ICCV 2021)
most recent commit a year ago
360sd Net ⭐ 68
Pytorch implementation of ICRA 2020 paper "360° Stereo Depth Estimation with Learnable Cost Volume"
most recent commit 4 years ago
Af Sfmlearner ⭐ 65
[MedIA2022 & ICRA2021] Self-Supervised Monocular Depth and Ego-Motion Estimation in Endoscopy: Appearance Flow to the Rescue
most recent commit 8 months ago
Moai ⭐ 47
moai is a PyTorch-based AI Model Development Kit (MDK) created to improve data-driven model workflows, design and reproducibility.
dependent packages 2total releases 40most recent commit 3 months agopypi moai-mdk} Downloads
Dualrefine ⭐ 42
This repository contains the code for the paper "DualRefine: Self-Supervised Depth and Pose Estimation Through Iterative Epipolar Sampling and Refinement Toward Equilibrium", a self-supervised depth and pose estimation model. It refines depth and pose estimates by computing matching costs based on epipolar geometry and deep equilibrium model.
most recent commit 9 months ago
Densetorch ⭐ 42
An easy-to-use wrapper for work with dense per-pixel tasks in PyTorch (including multi-task learning)
most recent commit 4 years ago
Bifusev2 ⭐ 41
BiFuse++: Self-supervised and Efficient Bi-projection Fusion for 360 Depth Estimation
most recent commit a year ago
De_resnet_unet_hyb ⭐ 41
Depth estimation from RGB images using fully convolutional neural networks.
most recent commit 2 years ago
Merged_depth ⭐ 30
Monocular Depth Estimation - Weighted-average prediction from multiple pre-trained depth estimation models
most recent commit 2 years ago
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