Dataset Versions

v7

balanced_classes_more_aug

Generated on Jun 14, 2023

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Dataset Split

Train Set 84%
564Images
Valid Set 8%
51Images
Test Set 9%
58Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical

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