LayoutNetv2
Layout model
An implementation of a 3D layout reconstruction algorithm from a single 360-degree image using PyTorch and machine learning techniques.
PyTorch implementation of our IJCV paper: "Manhattan Room Layout Reconstruction from a Single 360 image: A Comparative Study of State-of-the-art Methods"
222 stars
12 watching
34 forks
Language: Python
last commit: over 3 years ago 3dlayoutnet
Related projects:
| Repository | Description | Stars |
|---|---|---|
| zouchuhang/layoutnet | A deep learning implementation of a 3D room layout reconstruction method from a single RGB image | 419 |
 zillow/psmnet-layout | A deep learning framework for estimating 3D room layouts from multi-view panoramas using stereo vision and fusion techniques. | 3 |
 zhijieshen-bjtu/dopnet | Estimates room layouts from indoor panoramic images by disentangling orthogonal planes and accounting for cross-scale distortion | 48 |
 sunset1995/horizonnet | A PyTorch implementation of a deep learning model for learning room layouts from 360 photos and providing tools for layout analysis and data augmentation. | 325 |
 ericsujw/matterport3dlayoutannotation | Provides annotated 3D layout data for room reconstruction from a single 360° image | 63 |
 isht7/pytorch-deeplab-resnet | A deep learning model implementation of the DeepLab ResNet architecture for image segmentation tasks. | 602 |
 hszhao/pspnet | A PyTorch implementation of a deep learning model for semantic image segmentation | 1,598 |
 joshua049/stereo-360-layout | An implementation of stereo 360 layout based on computer vision and machine learning techniques. | 13 |
 starrah/dmh-net | A deep learning framework for estimating 3D room layouts from cubemaps of panoramic images using the Deep Manhattan Hough Transform. | 50 |
 hongwenzhang/pymaf | Reconstructs human 3D models from monocular images using a feedback loop to improve pose and shape estimation | 600 |
 cyang0515/noncuboidroom | A deep learning project that aims to reconstruct 3D room layouts from single RGB images | 103 |
 thuyngch/human-segmentation-pytorch | An open source implementation of deep learning-based human segmentation models using PyTorch | 558 |
 fuenwang/layoutmp3d | Provides a 3D layout dataset and annotation tools for training and testing 3D layout models. | 27 |
 vevenom/scannet-layout | A dataset and evaluation tool for benchmarking 3D room layout estimation from single views. | 33 |
 oyam/pytorch-dpns | PyTorch implementation of a deep learning model for image segmentation | 90 |