guangmingw / DOPlearning
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".
☆82Updated 4 years ago
Alternatives and similar repositories for DOPlearning:
Users that are interested in DOPlearning are comparing it to the libraries listed below
- Official PyTorch Implementation of Unsupervised Learning of Scene Flow Estimation Fusing with Local Rigidity☆36Updated last year
- Noise-Aware Unsupervised Deep Lidar-Stereo Fusion (CVPR 2019)☆53Updated 6 months ago
- Official PyTorch implementation of MonoDEVSNet - "Monocular Depth Estimation through Virtual-world Supervision and Real-world SfM Self-Su…☆51Updated 2 years ago
- Implementation for our paper 'Learning Guided Convolutional Network for Depth Completion'☆158Updated 3 years ago
- Supporting Code for "Self-Supervised Deep Pose Corrections for Robust Visual Odometry"☆52Updated 4 years ago
- The code for our WACV paper "A Multi-Scale Guided Cascade Hourglass Network for Depth Completion"☆81Updated 3 years ago
- SegStereo: Exploiting Semantic Information for Disparity Estimation☆107Updated 6 years ago
- Toward Hierarchical Self-Supervised Monocular Absolute Depth Estimation for Autonomous Driving Applications (IROS 2020)☆60Updated 3 years ago
- Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding☆28Updated 5 years ago
- papers and code for depth completion☆26Updated 5 years ago
- sjsu-smart-lab / Self-supervised-Monocular-Trained-Depth-Estimation-using-Self-attention-and-Discrete-Disparity-VolumReproduction of the CVPR 2020 paper - Self-supervised monocular trained depth estimation using self-attention and discrete disparity volu…☆63Updated 3 years ago
- Implementation of "Stereo and LiDAR Fusion using Stereo Matching Network with Conditional Cost Volume Normalization"☆85Updated 5 years ago
- This is the project page of the paper "Flow-Motion and Depth Network for Monocular Stereo and Beyond''☆121Updated 3 years ago
- CVPR 2019 - Guided Stereo Matching☆109Updated 3 years ago
- Tensorflow and PyTorch implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)☆190Updated last year
- Code release for "Towards Better Generalization: Joint Depth-Pose Learning without PoseNet".☆269Updated 2 months ago
- ☆131Updated 5 years ago
- Adaptive Context-Aware Multi-Modal Network for Depth Completion☆67Updated 3 years ago
- An unofficial PyTorch implementation of ICCV 2019 paper "OmniMVS: End-to-End Learning for Omnidirectional Stereo Matching"☆49Updated 2 years ago
- Github Repo for Paper "The Edge of Depth: Explicit Constraints between Segmentation and Depth"☆97Updated 4 years ago
- Distilled Semantics for Comprehensive Scene Understanding from Videos [CVPR 2020]☆60Updated last year
- Self-Supervised Multi-Frame Monocular Scene Flow (CVPR 2021)☆99Updated 3 years ago
- ☆24Updated 4 years ago
- 🏠 PyTorch implementation of our ICCV2021 paper: StructDepth: Leveraging the structural regularities for self-supervised indoor depth est…☆137Updated 3 years ago
- Code for "Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation"☆54Updated 2 years ago
- This is the offical codes for the methods described in the "Feature-metric Loss for Self-supervised Learning of Depth and Egomotion".☆246Updated 3 years ago
- Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching☆55Updated 4 years ago
- Code for the CVPR paper "CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth"☆120Updated 2 years ago
- ☆5Updated 4 years ago
- Learning Monocular Depth by Distilling Cross-domain Stereo Networks, ECCV18☆95Updated 5 years ago