One of the final projects for a course Self Driving cars involved training a neural network on a vehicle data from the Grand Theft Auto Game. We were given training images and scored on how well the neural network performed on the validation dataset :)

I spent a ton of time researching different networks and playing around with the hyper parameters. Feel free to read the report down below and even check out the code here.