PlanarReconstruction

3D reconstructor

A PyTorch implementation of a deep learning-based approach to piece-wise planar 3D reconstruction from single images.

[CVPR'19] Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding

GitHub

364 stars
22 watching
86 forks
Language: Python
last commit: over 2 years ago
computer-visioncvpr2019deep-learningpytorch

Related projects:

RepositoryDescriptionStars
gap-lab-cuhk-sz/total3dunderstandingAn implementation of a 3D scene reconstruction method from a single image using computer vision and machine learning techniques424
svip-lab/ppgnetThis project presents a PyTorch implementation of a deep learning algorithm for detecting line segments in images.172
kaiyangzhou/dassl.pytorchA PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision.1,236
clementpinard/sfmlearner-pytorchPytorch implementation of unsupervised depth and ego-motion learning from video sequences1,022
wizaron/reseg-pytorchA PyTorch implementation of a deep learning model for semantic image segmentation with annotated object parts.46
sunset1995/panoplane360A Python framework for reconstructing 3D indoor panoramas from single images using divide and conquer methods53
jt827859032/drrn-pytorchA PyTorch implementation of a deep learning model for super resolution194
mks0601/3dmppe_posenet_releaseA PyTorch implementation of a deep learning model for 3D multi-person pose estimation from a single RGB image825
tramac/fast-scnn-pytorchA PyTorch implementation of a deep learning model for semantic segmentation tasks in computer vision.380
swz30/restormerProposes an efficient neural architecture model for high-resolution image restoration tasks1,845
3dv-casia/polyroomA deep learning-based system designed to reconstruct floor plans from raw point cloud data27
isht7/pytorch-deeplab-resnetA deep learning model implementation of the DeepLab ResNet architecture for image segmentation tasks.602
hongwenzhang/pymafReconstructs human 3D models from monocular images using a feedback loop to improve pose and shape estimation600
prlz77/resnext.pytorchReproduces ResNet-V3 with PyTorch for computer vision tasks511
blade6570/photographicimagesynthesiswithcascadedrefinementnetworks-pytorchAn implementation of cascaded refinement networks for generating photorealistic images from semantic layouts65