Dataset Versions
v2
2024-07-01 10:41am
Generated on Jul 1, 2024
13087 Total Images
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Dataset Split
Train Set 97%
12755Images
Valid Set 1%
160Images
Test Set 1%
172Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1.2px
Noise: Up to 1.21% of pixels