lane-detection-opencv vs PaddleSeg

lane-detection-opencv

This is for detecting any lane in the road to identify the road map (by Aaris-Kazi)

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc. (by PaddlePaddle)

semantic-segmentation image-segmentation image-matting interactive-segmentation panoptic-segmentation Transformer lane-detection autonomous-driving human-segmentation video-segmentation medical-image-segmentation

Source Code

arxiv.org

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lane-detection-opencv		PaddleSeg
	Project
2	Mentions	17
0	Stars	8,227
-	Growth	1.9%
0.0	Activity	7.9
over 1 year ago	Latest Commit	6 days ago
Jupyter Notebook	Language	Python
GNU General Public License v3.0 only	License	Apache License 2.0

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

lane-detection-opencv

Posts with mentions or reviews of lane-detection-opencv. We have used some of these posts to build our list of alternatives and similar projects.

I had tried to make Lane-detection System using Opencv as my college project
1 project | /r/Python | 28 May 2021

Source click on this you get the source code
I have tried to make a lane detection system for my college project
1 project | /r/Python | 28 May 2021

PaddleSeg

Posts with mentions or reviews of PaddleSeg. We have used some of these posts to build our list of alternatives and similar projects.

[Medical Segmentation] The all-in-one 3D medical image segmentation toolkit. From data annotation to model deployment, you are welcome to try it all！
1 project | /r/ArtificialInteligence | 19 Dec 2022

EISeg-Med3D: https://github.com/PaddlePaddle/PaddleSeg/blob/develop/EISeg/med3d/README_en.md

1 project | /r/computervision | 10 Nov 2022

Thank you for your compliment. You are very welcome to try it. If you have any problem, please don't hesitate to put an issue here: https://github.com/PaddlePaddle/PaddleSeg/issues.
[N][R] SOTA Real-Time Semantic Segmentation Model Implemented by Python
1 project | /r/Python | 12 Dec 2022

Source code implemented by python and models: https://github.com/PaddlePaddle/PaddleSeg
[P] New Features of Image Segmentation Project PaddleSeg (6k stars)
1 project | /r/artificial | 1 Dec 2022

Github: https://github.com/PaddlePaddle/PaddleSeg
[Trending Summary] neurips @ 2022-11-28 09:55
1 project | /r/SummaryLab | 28 Nov 2022

https://github.com/PaddlePaddle/PaddleSeg/blob/release/2.6/EISeg/README_EN.md Open-source, easy-to-use and powerful. Provides specialized models for better performance.
[P] Awesome Interactive Segmentation Improves 10X Segmentation Annotation Efficiency (6k star)
1 project | /r/deeplearning | 28 Nov 2022

Found relevant code at https://github.com/PaddlePaddle/PaddleSeg + all code implementations here
Open-source SOTA Solution for Portrait and Human Segmentation (5.7k stars)
1 project | /r/programming | 17 Nov 2022

1 project | /r/ArtificialInteligence | 27 Oct 2022

Github: https://github.com/PaddlePaddle/PaddleSeg/tree/release/2.6/contrib/PP-HumanSeg
[Medical Segmentation] The all-in-one 3D medical image segmentation python toolkit. From data annotation to model deployment, you are welcome to try it all！
1 project | /r/Python | 14 Nov 2022

you can put forward an issue here: https://github.com/PaddlePaddle/PaddleSeg/issues/new/choose
[R] RTFormer <NeurIPS 2022> : Real-Time Semantic Segmentation with Transformer
1 project | /r/MachineLearning | 27 Oct 2022

Official code is available at: https://github.com/PaddlePaddle/PaddleSeg

What are some alternatives?

When comparing lane-detection-opencv and PaddleSeg you can also consider the following projects:

imagezmq - A set of Python classes that transport OpenCV images from one computer to another using PyZMQ messaging.

mmsegmentation - OpenMMLab Semantic Segmentation Toolbox and Benchmark.

opencv-steel-darts - Automatic scoring system for steel darts using OpenCV, a Raspberry Pi 3 Model B and two webcams.

Ultra-Fast-Lane-Detection - Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)

CSI-Camera - Simple example of using a CSI-Camera (like the Raspberry Pi Version 2 camera) with the NVIDIA Jetson Developer Kit

PixelLib - Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

learnopencv - Learn OpenCV : C++ and Python Examples

segmentation_models.pytorch - Segmentation models with pretrained backbones. PyTorch.

opencv - Experimenting using Machine Vision OpenCV and Python to create software suitable for driving a Golf launch monitor similar to technology like SkyTrak, GC2 and GC Quad

YOLOP - You Only Look Once for Panopitic Driving Perception.（MIR2022）