A Lightweight Convolutional Neural Network to Predict Steering Angle for Autonomous Driving Using CARLA Simulator

Table 1

Results of training with and without ROI cropped.

Data	Validation MSE	Testing MSE	Trainable parameters
With ROI cropped			264289
Without ROI cropped			534625