Dataset Versions
v4
version4
Generated on Nov 5, 2021
1783 Total Images
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Dataset Split
Train Set 87%
1560Images
Valid Set 8%
149Images
Test Set 4%
74Images
Preprocessing
Resize: Fit (black edges) in 50x50
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±7° Horizontal, ±16° Vertical
Hue: Between -25° and +25°
Brightness: Between -50% and +0%
Exposure: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 1% of pixels