Dataset Versions

v7

2024-05-02 3:18pm

Generated on May 2, 2024

Dataset Split

Train Set 90%
8109Images
Valid Set 8%
711Images
Test Set 2%
203Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -20° and +20°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px
Bounding Box: Rotation: Between -10° and +10°

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