Dataset Versions

v1

2023-11-18 11:51pm

Generated on Nov 18, 2023

Dataset Split

Train Set 92%
23736Images
Valid Set 6%
1485Images
Test Set 2%
495Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 200x200

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels

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