Dataset Versions

v8

2023-05-15 11:33am

Generated on May 15, 2023

Dataset Split

Train Set 88%
3684Images
Valid Set 8%
321Images
Test Set 4%
187Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -11° and +11°
Saturation: Between -17% and +17%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 1.5px
Noise: Up to 1% of pixels

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