Dataset Versions
Versions
v1
2024-04-16 2:57pm
Generated on Apr 16, 2024
1569 Total Images
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Dataset Split
Train Set 88%
1374Images
Valid Set 8%
130Images
Test Set 4%
65Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 15% of images
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels