Dataset Versions
v12
2023-09-12 9:12pm
Generated on Sep 12, 2023
1734 Total Images
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Dataset Split
Train Set 71%
1233Images
Valid Set 18%
320Images
Test Set 10%
181Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -5° and +5°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%
Blur: Up to 1px
Noise: Up to 3% of pixels