Dataset Versions
Versions
v2
2023-07-11 2:28pm
Generated on Jul 11, 2023
3165 Total Images
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Dataset Split
Train Set 87%
2769Images
Valid Set 8%
264Images
Test Set 4%
132Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Saturation: Between -10% and +10%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 1% of pixels