Giter VIP home page Giter VIP logo

road_lane_line_detection's Introduction

Finding Lane Lines on the Road

Combined Image

This project detects lane lines using Python and OpenCV. A video of the end-result can be found at:

https://www.youtube.com/watch?v=EZcHGsPX55Y

Dependencies

  • Python 3.5
  • NumPy
  • OpenCV
  • Matplotlib
  • MoviePy

How to run

To run the script stand-alone:

Usage: lane_lines.py [options]

Options:
  -h, --help            show this help message and exit
  -i INPUT_FILE, --input_file=INPUT_FILE
                        Input video/image file
  -o OUTPUT_FILE, --output_file=OUTPUT_FILE
                        Output (destination) video/image file
  -I, --image_only      Annotate image (defaults to annotating video)

For example, to detect lanes lines on the video 'challenge.mp4', run:

python lane_lines.py -i challenge.mp4 -o extra.mp4

To detect lane lines on a single image (e.g. for debugging), run:

python lane_lines.py -i input_image.jpg -o output_image.jpg -I

For detailed explanation of what the code does, and example images of intermediate steps, refer to P1.ipynb via jupyter notebook

road_lane_line_detection's People

Contributors

georgesung avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

road_lane_line_detection's Issues

Overflow error

It gives me an overflow error halfway into processing: OverFlowError: Python int too large to convert to C long

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.