Dataset Versions
v4
2023-12-26 2:22pm
Generated on Dec 26, 2023
1346 Total Images
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Dataset Split
Train Set 87%
1170Images
Valid Set 9%
116Images
Test Set 4%
60Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels