Giter VIP home page Giter VIP logo

superdrive's Introduction

SuperDrive

A live-processing capable, clean(-ish) implementation of lane & path detection based on comma.ai's SuperCombo neural network model

Tested with Python 3.8.2, OpenCV 4.2.0, and TensorFlow 2.2.0 on Ubuntu 20.04

SuperDrive Demo Video

Running

To get a list of all the options, run python3 drive.py -h To run the code with visualizations, run python3 drive.py --input <input> --show-opencv-window To run this code with an actual camera, use something in /dev/v4l/by-id/<camera> for your <input> :)

Note

I don't really know what I'm doing here, so this code will probably contain bugs. This is not production-quality by any means. While the model itself has proven to be quite successful at driving millions of miles elsewhere, that doesn't mean it'll translate to this quick implementation! Use with caution.

superdrive's People

Contributors

namodev avatar

Watchers

James Cloos avatar

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.