Dataset Versions
v3
2022-10-27 8:53am
Generated on Oct 27, 2022
9189 Total Images
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Dataset Split
Train Set 88%
8046Images
Valid Set 8%
767Images
Test Set 4%
376Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 25% of images
Noise: Up to 5% of pixels