Dataset Versions
v1
2021-10-08 7:22pm
Generated on Oct 8, 2021
1978 Total Images
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Dataset Split
Train Set 88%
1731Images
Valid Set 8%
165Images
Test Set 4%
82Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Saturation: Between -33% and +33%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each