Dataset Versions

v3

2023-07-24 12:24am

Generated on Jul 24, 2023

Dataset Split

Train Set 88%
11952Images
Valid Set 8%
1138Images
Test Set 4%
569Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -45° and +45°
Exposure: Between -30% and +30%
Blur: Up to 3px

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