Dataset Versions
v2
2023-08-30 9:02pm
Generated on Aug 30, 2023
1230 Total Images
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Dataset Split
Train Set 89%
1095Images
Valid Set 8%
95Images
Test Set 3%
40Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1280x780
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -25° and +25°
Brightness: Between -15% and +15%
Noise: Up to 3% of pixels