Dataset Versions
v2
2022-11-02 1:20am
Generated on Nov 1, 2022
1133 Total Images
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Dataset Split
Train Set 85%
966Images
Valid Set 10%
108Images
Test Set 5%
59Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Blur: Up to 6.75px
Noise: Up to 5% of pixels