Dataset Versions
v2
2023-03-14 1:12am
Generated on Mar 13, 2023
4600 Total Images
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Dataset Split
Train Set 90%
4140Images
Valid Set 7%
300Images
Test Set 3%
160Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each