Dataset Versions
v3
2021-11-04 8:43pm
Generated on Nov 5, 2021
169 Total Images
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Dataset Split
Train Set 87%
147Images
Valid Set 8%
14Images
Test Set 5%
8Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 9% of images
Exposure: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 3% of pixels