Dataset Versions

v14

2023-05-26 10:07am

Generated on May 26, 2023

Dataset Split

Train Set 39%
344Images
Valid Set 32%
282Images
Test Set 29%
259Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±7° Horizontal, ±10° Vertical
Brightness: Between -24% and +0%
Exposure: Between -16% and +16%
Noise: Up to 5% of pixels

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