Dataset Versions

v3

2024-06-12 11:01am

Generated on Jun 12, 2024

Dataset Split

Train Set 81%
582Images
Valid Set 12%
90Images
Test Set 7%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Blur: Up to 2px
Noise: Up to 1.25% of pixels

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