Dataset Versions

v21

2024-06-26 5:02pm

Generated on Jun 26, 2024

Dataset Split

Train Set 87%
3729Images
Valid Set 6%
267Images
Test Set 6%
266Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -12% and +12%
Exposure: Between -15% and +15%
Noise: Up to 0.22% of pixels

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