Dataset Versions
v2
2024-04-08 3:12pm
Generated on Apr 8, 2024
2841 Total Images
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Dataset Split
Train Set 92%
2619Images
Valid Set 6%
167Images
Test Set 2%
55Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 2% Maximum Zoom
Rotation: Between -4° and +4°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 0.5px
Noise: Up to 0.34% of pixels