Dataset Versions
Versions
v1
2024-07-07 8:43am
Generated on Jul 7, 2024
11067 Total Images
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Dataset Split
Train Set 88%
9684Images
Valid Set 8%
922Images
Test Set 4%
461Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px