Dataset Versions
v1
2024-07-24 9:50am
Generated on Jul 24, 2024
1158 Total Images
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Dataset Split
Train Set 82%
952Images
Valid Set 12%
139Images
Test Set 6%
67Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels