Dataset Versions

v6

2024-10-26 12:58pm

Generated on Oct 26, 2024

Dataset Split

Train Set 92%
22505Images
Valid Set 5%
1286Images
Test Set 3%
643Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 5
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 10% of images
Saturation: Between -25% and +25%
Brightness: Between -10% and +10%
Exposure: Between -5% and +5%

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