Dataset Versions
v7
2024-11-21 8:35am
Generated on Nov 21, 2024
787 Total Images
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Dataset Split
Train Set 87%
687Images
Valid Set 4%
35Images
Test Set 8%
65Images
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
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -20% and +20%
Noise: Up to 1.5% of pixels