LayoutNetv2
by zouchuhang
PyTorch implementation of our IJCV paper: "Manhattan Room Layout Reconstruction from a Single 360 image: A Comparative Study of State-of-the-art Methods"
AI summary
Layout model
An implementation of a 3D layout reconstruction algorithm from a single 360-degree image using PyTorch and machine learning techniques.
- stars
- 222
- forks
- 34
- watching
- 12
Similar projects
Found by comparing what the projects do, not just their names.
Layout reconstruction
A deep learning implementation of a 3D room layout reconstruction method from a single RGB image
Layout estimator
A deep learning framework for estimating 3D room layouts from multi-view panoramas using stereo vision and fusion techniques.
Room layout estimator
Estimates room layouts from indoor panoramic images by disentangling orthogonal planes and accounting for cross-scale distortion
Room layout predictor
A PyTorch implementation of a deep learning model for learning room layouts from 360 photos and providing tools for layout analysis and data augmentation.
Layout data
Provides annotated 3D layout data for room reconstruction from a single 360° image
Deep Learning Model
A deep learning model implementation of the DeepLab ResNet architecture for image segmentation tasks.
hszhao/pspnet1.6K
Segmentation Model
A PyTorch implementation of a deep learning model for semantic image segmentation
Layout solver
An implementation of stereo 360 layout based on computer vision and machine learning techniques.
3D layout estimator
A deep learning framework for estimating 3D room layouts from cubemaps of panoramic images using the Deep Manhattan Hough Transform.
Human reconstruction
Reconstructs human 3D models from monocular images using a feedback loop to improve pose and shape estimation
Room layout reconstructor
A deep learning project that aims to reconstruct 3D room layouts from single RGB images
Human Segmentation Model
An open source implementation of deep learning-based human segmentation models using PyTorch
Layout dataset
Provides a 3D layout dataset and annotation tools for training and testing 3D layout models.
Layout estimation
A dataset and evaluation tool for benchmarking 3D room layout estimation from single views.
Image Segmentation Model
PyTorch implementation of a deep learning model for image segmentation
