Dataset Versions

v1

2024-03-31 5:07pm

Generated on Apr 1, 2024

Dataset Split

Train Set 87%
20922Images
Valid Set 8%
2000Images
Test Set 4%
1002Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 3px
Noise: Up to 0.1% of pixels

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