Dataset Versions
v3
2024-07-02 8:16am
Generated on Jul 2, 2024
4177 Total Images
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Dataset Split
Train Set 87%
3645Images
Valid Set 4%
180Images
Test Set 8%
352Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 0.65% of pixels