Dataset Versions

v13

2024-03-08 10:31am

Generated on Mar 8, 2024

Dataset Split

Train Set 89%
417Images
Valid Set 6%
27Images
Test Set 6%
27Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 640x480

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -16° and +16°
Saturation: Between -30% and +30%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.37% of pixels

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