Dataset Versions

v3

2023-05-20 5:55am

Generated on May 20, 2023

Dataset Split

Train Set 87%
4872Images
Valid Set 8%
460Images
Test Set 5%
256Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Rotation: Between -45° and +45°
Brightness: Between -20% and +20%
Noise: Up to 5% of pixels
Mosaic: Applied

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