Dataset Versions
Versions
v1
2022-02-11 8:57am
Generated on Feb 11, 2022
1322 Total Images
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Dataset Split
Train Set 96%
1269Images
Valid Set 3%
38Images
Test Set 1%
15Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -17% and +17%
Exposure: Between -13% and +13%
Blur: Up to 2px
Noise: Up to 3% of pixels