Dataset Versions

v2

2023-04-09 3:30pm

Generated on Apr 9, 2023

Dataset Split

Train Set 87%
5244Images
Valid Set 8%
501Images
Test Set 4%
249Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -27% and +27%
Blur: Up to 0.25px
Noise: Up to 3% of pixels

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