12. Data Augmentation

Flipping Images And Steering Measurements

A effective technique for helping with the left turn bias involves flipping images and taking the opposite sign of the steering measurement. For example:

import numpy as np
image_flipped = np.fliplr(image)
measurement_flipped = -measurement

The cv2 library also has similar functionality with the flip method .