Outputs per training example:
3
Flip:
Horizontal, Vertical
90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Crop:
0% Minimum Zoom, 50% Maximum Zoom
Rotation:
Between -40° and +40°
Shear:
±24° Horizontal, ±31° Vertical
Grayscale:
Apply to 25% of images
Hue:
Between -25° and +25°
Saturation:
Between -25% and +25%
Brightness:
Between -25% and +25%
Exposure:
Between -25% and +25%
Blur:
Up to 3px
Noise:
Up to 17% of pixels
Cutout:
9 boxes with 11% size each
Mosaic:
Applied
Bounding Box: Flip:
Horizontal, Vertical
Bounding Box: 90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop:
0% Minimum Zoom, 53% Maximum Zoom
Bounding Box: Rotation:
Between -39° and +39°
Bounding Box: Shear:
±23° Horizontal, ±31° Vertical
Bounding Box: Brightness:
Between -25% and +25%
Bounding Box: Exposure:
Between -25% and +25%
Bounding Box: Blur:
Up to 3px
Bounding Box: Noise:
Up to 11% of pixels