Dataset Versions

v6

2023-03-20 10:34am

Generated on Mar 20, 2023

Dataset Split

Train Set 87%
3210Images
Valid Set 8%
302Images
Test Set 5%
166Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 1.5px
Noise: Up to 5% of pixels

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