Dataset Versions
v2
2024-05-15 1:05am
Generated on May 14, 2024
4633 Total Images
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Dataset Split
Train Set 99%
4586Images
Valid Set 1%
24Images
Test Set 0%
23Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 112x112
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 12% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -15° and +15°
Saturation: Between -18% and +18%
Brightness: Between -6% and +6%
Blur: Up to 0.5px
Noise: Up to 0.3% of pixels