Dataset Versions
v5
2023-06-27 12:44pm
Generated on Jun 27, 2023
3653 Total Images
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Dataset Split
Train Set 96%
3501Images
Valid Set 3%
108Images
Test Set 1%
44Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -12% and +12%
Exposure: Between -12% and +12%
Blur: Up to 1px
Noise: Up to 2% of pixels