Dataset Versions
v1
2022-10-18 4:03am
Generated on Oct 17, 2022
6195 Total Images
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Dataset Split
Train Set 91%
5634Images
Valid Set 6%
365Images
Test Set 3%
196Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -20% and +20%
Brightness: Between -10% and +10%
Exposure: Between -15% and +15%
Noise: Up to 3% of pixels