Dataset Versions

v5

2024-02-13 4:58pm

Generated on Feb 13, 2024

Dataset Split

Train Set 88%
336Images
Valid Set 8%
31Images
Test Set 4%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 2% of images
Hue: Between -8° and +8°
Exposure: Between -5% and +5%
Blur: Up to 0.3px
Noise: Up to 0.18% of pixels
Bounding Box: Brightness: Between -2% and +2%

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