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

Table 3

Test mean squared error and parameters comparison between proposed architecture and PilotNet.

Model	Testing MSE	Parameters	Inference time (sec)
PilotNet			0.042
Proposed architecture			0.036