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

Table 2

Testing and validation loss under different loss and activation functions.

Loss and activation function	Testing MSE	Validation MSE
MSE loss and linear activation
MSE loss and tan activation
MAE loss and linear activation
MAE loss and tan activation