Dataset Versions
v1
2024-12-05 4:02pm
Generated on Dec 5, 2024
5368 Total Images
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Dataset Split
Train Set 82%
4392Images
Valid Set 9%
488Images
Test Set 9%
488Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 27-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 15% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -12% and +12%