NonCuboidRoom

Room layout reconstructor

A deep learning project that aims to reconstruct 3D room layouts from single RGB images

Learning to Reconstruct 3D Non-Cuboid Room Layout from a Single RGB Image

GitHub

103 stars
9 watching
13 forks
Language: Python
last commit: over 2 years ago
computer-visiondeep-learningroom-layoutscene-understanding

Related projects:

Repository Description Stars
zouchuhang/layoutnet A deep learning implementation of a 3D room layout reconstruction method from a single RGB image 419
3dv-casia/polyroom A deep learning-based system designed to reconstruct floor plans from raw point cloud data 27
daisy-1227/fri-net Reconstructs floor plans from 3D room data using an implicit representation of rooms 13
rshivansh/omnilayout Reconstructs room layouts from indoor spherical panoramas 2
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
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
starrah/dmh-net A deep learning framework for estimating 3D room layouts from cubemaps of panoramic images using the Deep Manhattan Hough Transform. 50
zouchuhang/layoutnetv2 An implementation of a 3D layout reconstruction algorithm from a single 360-degree image using PyTorch and machine learning techniques. 222
zillow/psmnet-layout A deep learning framework for estimating 3D room layouts from multi-view panoramas using stereo vision and fusion techniques. 3
svip-lab/planarreconstruction A PyTorch implementation of a deep learning-based approach to piece-wise planar 3D reconstruction from single images. 364
germain-hug/structured-light-depth-acquisition A Matlab implementation of a 3D reconstruction algorithm using structured light depth acquisition 70
gap-lab-cuhk-sz/instpifu This project aims to develop a method for high-fidelity single-view holistic reconstruction of indoor scenes from a single image. 106
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
paulknysh/shaper A C++ tool for reconstructing 3D volumes from parallel 2D sections 72