Dataset Versions

v12

2023-03-29 11:56am

Generated on Mar 29, 2023

Dataset Split

Train Set 97%
3040Images
Valid Set 2%
60Images
Test Set 1%
45Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

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

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