Dataset Versions
Versions
v1
2023-02-06 4:53pm
Generated on Feb 6, 2023
3633 Total Images
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Dataset Split
Train Set 91%
3306Images
Valid Set 5%
199Images
Test Set 4%
128Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 150x150
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Blur: Up to 10px
Cutout: 3 boxes with 10% size each