Dataset Versions
v4
2024-10-01 9:33am
Generated on Oct 1, 2024
1643 Total Images
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Dataset Split
Train Set 92%
1518Images
Valid Set 5%
90Images
Test Set 2%
35Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Noise: Up to 1.01% of pixels