Dataset Versions

v4

2023-07-17 4:09pm

Generated on Jul 17, 2023

Dataset Split

Train Set 82%
765Images
Valid Set 13%
122Images
Test Set 5%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Cutout: 3 boxes with 10% size each

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