Dataset Versions
Versions
v1
2023-10-17 4:57pm
Generated on Oct 17, 2023
773 Total Images
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Dataset Split
Train Set 88%
678Images
Valid Set 6%
48Images
Test Set 6%
47Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 16% Maximum Zoom
Grayscale: Apply to 16% of images
Hue: Between -25° and +25°
Saturation: Between -20% and +20%
Brightness: Between -25% and +25%
Noise: Up to 1% of pixels