dfan / single-image-surface-normal-estimation
PyTorch implementation of the hourglass architecture proposed in "Single-Image Depth Perception in the Wild" by Chen, et al. in NIPS 2016. Adapted for surface normal estimation instead of relative depth estimation.
☆40Updated 6 years ago
Alternatives and similar repositories for single-image-surface-normal-estimation:
Users that are interested in single-image-surface-normal-estimation are comparing it to the libraries listed below
- Pytorch implementation of Single-Image Depth Perception in the Wild https://arxiv.org/pdf/1604.03901.pdf☆38Updated last year
- Code for the CVPR 2019 paper "Learning Single-Image Depth from Videos using Quality Assessment Networks"☆107Updated 5 years ago
- Code for the CVPR 2020 paper "OASIS: A Large-Scale Dataset for Single Image 3D in the Wild"☆65Updated 3 years ago
- Depth from a single RGB image using crowd-sourcing relative-depth datasets. The pytorch implementation of the NIPS paper: Single-Image D…☆72Updated 6 years ago
- Official implementation of paper "Predicting Sharp and Accurate Occlusion Boundaries in Monocular Depth Estimation Using Displacement Fie…☆118Updated 4 years ago
- Code for "PackNet-SfM: 3D Packing for Self-Supervised Monocular Depth Estimation"☆60Updated 4 years ago
- ☆37Updated 5 years ago
- SharpNet: Fast and Accurate Recovery of Occluding Contours in Monocular Depth Estimation☆138Updated 3 years ago
- Code accompanying the paper "Layer-structured 3D Scene Inference via View Synthesis", ECCV 2018☆88Updated 6 years ago
- Monocular depth prediction with PyTorch☆59Updated 6 years ago
- ☆50Updated 4 years ago
- Unofficial Faster PyTorch implementation of Convolutional Spatial Propagation Network☆67Updated 5 years ago
- Depth Map Denoising and Refinement for Consumer Depth Cameras Using Cascaded CNNs (ECCV 2018)☆144Updated 3 years ago
- Structure-Aware Residual Pyramid Network for Monocular Depth Estimation IJCAI 2019☆86Updated 3 years ago
- Pixels, voxels, and views: A study of shape representations for single view 3D object shape prediction☆20Updated 6 years ago
- ForkNet: Adversarial Semantic Scene Completion from a Single Depth Image - ICCV 2019☆62Updated 3 years ago
- ☆61Updated 6 months ago
- The implemention of Video Depth Estimation by Fusing Flow-to-Depth Proposals☆35Updated 4 years ago
- Neural network code for Deep Blending for Free-Viewpoint Image-Based Rendering (SIGGRAPH Asia 2018)☆80Updated 3 years ago
- [CVPR 2019] Conditional Single-view Shape Generation for Multi-view Stereo Reconstruction☆44Updated last year
- Code of paper: Exploiting temporal consistency for real-time video depth estimation (ICCV 2019)☆87Updated 2 years ago
- Create RefRESH data: dataset tools for Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation (ECCV 2018…☆52Updated 6 years ago
- The demo code and other resources of the paper "Self-Supervised Human Depth Estimation from Monocular Videos"☆41Updated 4 years ago
- [IJCAI 2019] Region Deformer Networks for Unsupervised Depth Estimation from Unconstrained Monocular Videos☆30Updated 5 years ago
- LEGO: Learning Edge with Geometry all at Once by Watching Videos☆83Updated 6 years ago
- Towards Unsupervised Learning of Generative Models for 3D Controllable Image Synthesis, CVPR 2020☆70Updated 4 years ago
- 2020 TPAMI, SurfaceNet+ is a volumetric learning framework for the very sparse MVS. The sparse-MVS benchmark is maintained here. Authors:…☆78Updated 4 years ago
- 3D surface normal estimation from a single image☆59Updated 7 years ago
- [CVPR 2020] Normal Assisted Stereo Depth Estimation☆112Updated 9 months ago
- Towards Good Practice for CNN Based Monocular Depth Estimation☆47Updated 6 months ago