PPGNet

Line segment detector

This project presents a PyTorch implementation of a deep learning algorithm for detecting line segments in images.

Source code for our CVPR 2019 paper - PPGNet: Learning Point-Pair Graph for Line Segment Detection

GitHub

173 stars
13 watching
37 forks
Language: Python
last commit: over 5 years ago

Related projects:

Repository Description Stars
cherubicxn/afm_cvpr2019 An implementation of line segment detection using convolutional neural networks and a coupled region coloring problem 295
mlpc-ucsd/letr An algorithm for line segment detection using Transformers without edges 210
delay-xili/f-clip Provides an implementation of a neural network for detecting lines in images and videos 154
edwardzhou130/polarseg A PyTorch implementation of an online LiDAR point cloud segmentation neural network that provides near-real-time results 378
lextal/pspnet-pytorch A PyTorch implementation of a segmentation network architecture 585
oyam/pytorch-dpns PyTorch implementation of a deep learning model for image segmentation 90
svip-lab/planarreconstruction A PyTorch implementation of a deep learning-based approach to piece-wise planar 3D reconstruction from single images. 364
hszhao/pspnet A PyTorch implementation of a deep learning model for semantic image segmentation 1,593
speedinghzl/pytorch-segmentation-toolbox Provides PyTorch implementations of deep learning models for semantic segmentation 772
ayoolaolafenwa/pixellib A deep learning library for image segmentation and object detection using PyTorch. 1,049
bodokaiser/piwise This project provides a Python implementation of various deep learning architectures for pixel-wise segmentation tasks. 383
hualin95/deeplab-v3plus A high-performance PyTorch implementation of semantic image segmentation using a custom encoder-decoder architecture. 334
cvg/sold2 A deep learning framework for detecting and describing lines in images, particularly robust to occlusion 546
navervision/mlsd Develops efficient and real-time line segment detection software for resource-constrained environments. 539
media-smart/vedaseg A PyTorch-based toolbox for building and training semantic segmentation models 410