Dataset Versions
v1
FFLY_Eye_Color_V1
Generated on Nov 12, 2021
1858 Total Images
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Dataset Split
Train Set 88%
1626Images
Valid Set 8%
155Images
Test Set 4%
77Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -10° and +10°
Saturation: Between -35% and +35%
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%
Blur: Up to 5px
Noise: Up to 5% of pixels
Cutout: 25 boxes with 5% size each