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The Top 23 Deep Learning Depth Estimation Open Source Projects

Open source projects categorized as Deep Learning 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
Zoedepth ⭐ 1,336
Metric depth estimation from a single image
most recent commit 5 months 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
Monorec ⭐ 511
Official implementation of the paper: MonoRec: Semi-Supervised Dense Reconstruction in Dynamic Environments from a Single Moving Camera (CVPR 2021)
most recent commit a year 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
Sc_depth_pl ⭐ 325
SC-Depth (V1, V2, and V3) for Unsupervised Monocular Depth Estimation Webpage:https://jiawangbian.github.io/sc_depth_pl/
most recent commit 6 months ago
Sparse To Dense ⭐ 310
ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (Torch Implementation)
most recent commit 6 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
Depth Vo Feat ⭐ 283
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction
most recent commit 3 years ago
Multi Task Transformer ⭐ 269
Code of ICLR2023 paper "TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding" and ECCV2022 paper "Inverted Pyramid Multi-task Transformer for Dense Scene Understanding"
most recent commit a month ago
Pix2depth ⭐ 261
DEPRECATED: Depth Map Estimation from Monocular Images
most recent commit 5 years ago
Stereo From Mono ⭐ 242
[ECCV 2020] Learning stereo from single images using monocular depth estimation networks
most recent commit 3 years ago
Idisc ⭐ 210
iDisc: Internal Discretization for Monocular Depth Estimation [CVPR 2023]
most recent commit 8 months ago
Footprints ⭐ 192
[CVPR 2020] Estimation of the visible and hidden traversable space from a single color image
most recent commit 3 years ago
Pixelnet ⭐ 188
The repository contains source code and models to use PixelNet architecture used for various pixel-level tasks. More details can be accessed at <http://www.cs.cmu.edu/~aayushb/pixelNet/>.
most recent commit 7 years ago
Deeptam ⭐ 174
DeepTAM: Deep Tracking and Mapping https://lmb.informatik.uni-freiburg.de/people/zhou
most recent commit 5 years ago
Is Mvsnet ⭐ 169
[ECCV 2022] IS-MVSNet: Importance-sampling-based MVSNet
most recent commit a year ago
Unsupervised Depth Completion Visual Inertial Odometry ⭐ 168
Tensorflow implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)
most recent commit 9 months ago
Deepmatchvo ⭐ 156
Implementation of ICRA 2019 paper: Beyond Photometric Loss for Self-Supervised Ego-Motion Estimation
most recent commit 5 years ago
Bifuse ⭐ 153
[CVPR2020] BiFuse: Monocular 360 Depth Estimation via Bi-Projection Fusion
most recent commit 4 years ago
The 2 Latest Releases In Deep Learning Depth Estimation Open Source Projects
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