Dataset Versions

v5

2023-04-10 8:31pm

Generated on Apr 10, 2023

Dataset Split

Train Set 92%
159Images
Valid Set 4%
7Images
Test Set 4%
7Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Hue: Between -6° and +6°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1.25px
Noise: Up to 1% of pixels

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