Dataset Versions
v3
2024-06-05 6:45pm
Generated on Jun 5, 2024
716 Total Images
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Dataset Split
Train Set 88%
627Images
Valid Set 9%
65Images
Test Set 3%
24Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels