LayoutNet
Layout reconstruction
A deep learning implementation of a 3D room layout reconstruction method from a single RGB image
Torch implementation of our CVPR 18 paper: "LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image"
419 stars
26 watching
93 forks
Language: MATLAB
last commit: almost 4 years ago 3d-layout3d-reconstructiondeep-learninglayoutnet
Related projects:
| Repository | Description | Stars |
|---|---|---|
| zouchuhang/layoutnetv2 | An implementation of a 3D layout reconstruction algorithm from a single 360-degree image using PyTorch and machine learning techniques. | 222 |
 cyang0515/noncuboidroom | A deep learning project that aims to reconstruct 3D room layouts from single RGB images | 103 |
 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 |
 ericsujw/matterport3dlayoutannotation | Provides annotated 3D layout data for room reconstruction from a single 360° image | 63 |
 schochastics/graphlayouts | Provides algorithms for arranging complex network structures in a visually appealing manner | 274 |
 fuenwang/layoutmp3d | Provides a 3D layout dataset and annotation tools for training and testing 3D layout models. | 27 |
 daisy-1227/fri-net | Reconstructs floor plans from 3D room data using an implicit representation of rooms | 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 |
 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 |
 germain-hug/structured-light-depth-acquisition | A Matlab implementation of a 3D reconstruction algorithm using structured light depth acquisition | 70 |
 zlzeng/deepfloorplan | A deep learning-based method to recognize floor plan elements | 284 |
 gap-lab-cuhk-sz/total3dunderstanding | An implementation of a 3D scene reconstruction method from a single image using computer vision and machine learning techniques | 423 |
 yonghaoxu/rpnet | Matlab implementation of a deep learning-based method for classifying hyperspectral images | 55 |
 joshua049/stereo-360-layout | An implementation of stereo 360 layout based on computer vision and machine learning techniques. | 13 |