Dataset Versions

v5

2024-11-01 8:10am

Generated on Nov 1, 2024

Dataset Split

Train Set 88%
504Images
Valid Set 8%
45Images
Test Set 4%
24Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 15% of images
Blur: Up to 1px
Noise: Up to 0.18% of pixels

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