DeepLSD
Line detector
A software framework for detecting and refining line segments in images using deep learning techniques
Implementation of the paper "DeepLSD: Line Segment Detection and Refinement with Deep Image Gradients"
484 stars
9 watching
62 forks
Language: Jupyter Notebook
last commit: 15 days ago Related projects:
Repository | Description | Stars |
---|---|---|
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 |
mlpc-ucsd/letr | An algorithm for line segment detection using Transformers without edges | 210 |
cherubicxn/afm_cvpr2019 | An implementation of line segment detection using convolutional neural networks and a coupled region coloring problem | 295 |
cleinc/linedetector | Detects straight line segments in images and merges noisy line segments into reliable ones | 83 |
svip-lab/ppgnet | This project presents a PyTorch implementation of a deep learning algorithm for detecting line segments in images. | 173 |
siyuada7/tp-lsd | An implementation of a line segment detection algorithm in computer vision | 142 |
yanconglin/deep-hough-transform-line-priors | This implementation introduces line priors into a deep learning-based line detection system to improve efficiency and accuracy. | 164 |
thelegendali/deeplab-context | An implementation of a deep learning system for semantic image segmentation using a combination of convolutional neural networks and conditional random fields. | 239 |
delay-xili/f-clip | Provides an implementation of a neural network for detecting lines in images and videos | 154 |
dolotovevgeniy/deeppyramid | A repository providing pre-trained models and training scripts for face detection using a deep neural network architecture | 23 |
hanqer/deep-hough-transform | A deep learning-based approach to semantic line detection | 344 |
shenwei1231/deepcontour | The deep contour detector is a MATLAB-based software for detecting contours in images using a deep learning approach | 94 |
szq0214/dsod | A deep learning-based object detection system from scratch | 706 |
damo-nlp-sg/vcd | An approach to reduce object hallucinations in large vision-language models by contrasting output distributions derived from original and distorted visual inputs | 209 |