Dataset Versions
v6
2022-08-15 2:47pm
Generated on Aug 15, 2022
179 Total Images
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Dataset Split
Train Set 87%
156Images
Valid Set 8%
15Images
Test Set 4%
8Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 416x416
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Saturation: Between -7% and +7%
Brightness: Between -13% and +13%
Noise: Up to 2% of pixels
Cutout: 9 boxes with 4% size each