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Lane-Detection-and-Tracking

Uses a specialized algorithm for detecting and tracking lanes

I've included a few files to let you know more about the topic. I thank the authors of those research paper for providing insightful information and dump in extra knowledge! I'm providing links to their sites. Please refer them.

References

Lane Detection and Hough Transform

(Process) Data Flair - https://data-flair.training/blogs/road-lane-line-detection/
(Define) Hough Transform* - https://homepages.inf.ed.ac.uk/rbf/HIPR2/hough.htm
(Process) Medium 1 - https://medium.com/computer-car/udacity-self-driving-car-nanodegree-project-1-finding-lane-lines-9cd6a846c58c
(Define) OpenCV - https://docs.opencv.org/3.4/d6/d10/tutorial_py_houghlines.html
(Process) Medium 2 - https://medium.com/analytics-vidhya/building-a-lane-detection-system-f7a727c6694

Research Papers

Lane Recognition Algorithm Using The Hough Transform Based On Complicated Conditions - https://www.scirp.org/journal/paperinformation.aspx?paperid=96456
Real-Time Lane Detection For Driver Assistance System - https://www.scirp.org/journal/paperinformation.aspx?paperid=48615
Detection Method For Auto Guide Vehicle’s Walking Deviation Based On Image Thinning And Hough Transform - https://journals.sagepub.com/doi/10.1177/0020294019833073

Datasets

List of datasets (Paperswithcode) - https://paperswithcode.com/datasets?q=lane+detection&v=lst&o=match
CULane Dataset - https://xingangpan.github.io/projects/CULane.html

* important to me

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