Dataset Versions

v1

2023-06-08 10:08am

Generated on Jun 8, 2023

Dataset Split

Train Set 87%
1410Images
Valid Set 8%
133Images
Test Set 4%
71Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 5% of pixels

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