Dataset Versions

v6

2023-09-06 11:51am

Generated on Sep 6, 2023

Dataset Split

Train Set 79%
10966Images
Valid Set 12%
1705Images
Test Set 9%
1297Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -5° and +5°
Shear: ±10° Horizontal, ±6° Vertical
Blur: Up to 0.25px
Noise: Up to 0% of pixels

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