Dataset Versions
v2
2024-03-21 4:04pm
Generated on Mar 21, 2024
2081 Total Images
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Dataset Split
Train Set 88%
1824Images
Valid Set 8%
171Images
Test Set 4%
86Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -25% and +25%
Exposure: Between -1% and +1%
Blur: Up to 1.3px
Noise: Up to 1.96% of pixels