Dataset Versions
v4
2024-04-21 7:32pm
Generated on Apr 21, 2024
1668 Total Images
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Dataset Split
Train Set 92%
1535Images
Valid Set 5%
88Images
Test Set 3%
45Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 0.5px
Noise: Up to 0.1% of pixels