Dataset Versions

v1

2024-06-01 7:42am

Generated on Jun 1, 2024

Dataset Split

Train Set 88%
1092Images
Valid Set 8%
104Images
Test Set 4%
52Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 0-76% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.26% of pixels

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