Dataset Versions
v2
2023-02-11 12:06am
Generated on Feb 10, 2023
627 Total Images
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Dataset Split
Train Set 92%
575Images
Valid Set 6%
35Images
Test Set 3%
17Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each