Browse Self Driving

Top Self Driving Datasets

A self-driving car (autonomous vehicle, AV, autonomous car, driver-less car, robotic car, or robo-car), incorporates vehicular automation which is the capability of sensing its environment and moving with little or no human input.

Many aspects are involved in deploying this core technology. The car is equipped with sensors, cameras, a compute engine, and decision algorithms that surround the deep learning technology. Advanced control systems interpret sensory information to identify appropriate navigation paths, as well as obstacles and relevant signage.

Use datasets, pre-trained models, repos, courses, and tutorials in this page as an aid to your self-driving projects.

Helpful Repos for self-driving projects
https://github.com/udacity/self-driving-car
https://github.com/ndrplz/self-driving-car
https://github.com/akshaybahadur21/Autopilot

Courses to learn more about autonomous vehicles
https://www.coursera.org/specializations/self-driving-cars
https://www.udacity.com/course/self-driving-car-engineer-nanodegree--nd0013
https://www.udemy.com/course/applied-deep-learningtm-the-complete-self-driving-car-course/

Blog posts and videos
https://blog.roboflow.com/breaking-down-self-driving-cars/
https://blog.roboflow.com/self-driving-car-dataset-missing-pedestrians/
https://blog.roboflow.com/tesla-stop-signs-computer-vision/
https://blog.roboflow.com/danger-monitoring-raspberry-pi-object-detection/
https://blog.roboflow.com/reducing-traffic-with-computer-vision/
https://www.youtube.com/watch?v=LXLpXvrR5RI
https://medium.com/geekculture/self-driving-car-with-yolov5-and-roboflow-a5a2bf109c6