Dataset Versions
v3
2023-05-24 8:18pm
Generated on May 24, 2023
6007 Total Images
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Dataset Split
Train Set 88%
5316Images
Valid Set 8%
480Images
Test Set 4%
211Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Mosaic: Applied