Dataset Versions

v19

2024-12-05 10:31am

Generated on Dec 5, 2024

Dataset Split

Train Set 87%
4305Images
Valid Set 9%
444Images
Test Set 4%
192Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -5° and +5°
Grayscale: Apply to 3% of images
Brightness: Between -15% and +15%
Noise: Up to 0.02% of pixels

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