Popular GitHub Repositories for Cars

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Curated List of Self-Driving Cars and Autonomous Vehicles Resources

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.

An awesome list of self-driving cars

End-to-end Lane Detection for Self-Driving Cars (ICCV 2019 Workshop)

Master's Thesis on Simultaneous Localization and Mapping in dynamic environments. Separately reconstructs both the static environment and the dynamic objects from it, such as cars.

PyTorch Implementation for Deep Metric Learning Pipelines

Simple Implementation of many GAN models with PyTorch.

A reinforcement learning environment for self-driving cars in the browser.

Run a Jupyter Notebook to detect, track, and count cars in a video using Maximo Visual Insights (formerly PowerAI Vision) and OpenCV

Implementation of the CNN from End to End Learning for Self-Driving Cars on a Nvidia Jetson TX1 using Tensorflow and ROS

Comparison of famous convolutional neural network models

An awesome list of self-driving cars

Autonomous Racing Car using NVIDIA Jetson TX2 using end-to-end driving approach. Paper: https://arxiv.org/abs/1604.07316

Motion Planner for Self Driving Cars

? ?? ? online 3D multiplayer neural networks based racing game

CarLens - Recognize and Collect Cars

Convolutional Neural Network for German Traffic Sign Recognition Benchmark

Self Driving Cars Longitudinal and Lateral Control Design