Dataset Versions

v29

2024-10-21 10:18pm

Generated on Oct 21, 2024

Dataset Split

Train Set 95%
2055Images
Valid Set 3%
59Images
Test Set 3%
60Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 960x960

Augmentations

Outputs per training example: 5
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±3° Horizontal, ±3° Vertical
Grayscale: Apply to 15% of images
Brightness: Between -22% and +22%
Blur: Up to 0.5px
Noise: Up to 0.1% of pixels

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