Outputs per training example:
3
Flip:
Horizontal, Vertical
90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Crop:
0% Minimum Zoom, 25% Maximum Zoom
Rotation:
Between -15° and +15°
Shear:
±15° Horizontal, ±15° Vertical
Grayscale:
Apply to 15% of images
Brightness:
Between -20% and +20%
Exposure:
Between -10% and +10%
Blur:
Up to 2.5px
Noise:
Up to 1.92% of pixels