Dataset Versions

v2

2023-03-15 12:45pm

Generated on Mar 15, 2023

Dataset Split

Train Set 92%
4320Images
Valid Set 5%
250Images
Test Set 3%
150Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 227x227

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels

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