Outputs per training example:
7
Flip:
Horizontal, Vertical
90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Crop:
0% Minimum Zoom, 25% Maximum Zoom
Rotation:
Between -15° and +15°
Shear:
±10° Horizontal, ±10° Vertical
Grayscale:
Apply to 15% of images
Saturation:
Between -25% and +25%
Exposure:
Between -10% and +10%
Blur:
Up to 0.9px
Noise:
Up to 0.1% of pixels