Dataset Versions
Versions
v1
2021-12-09 5:28pm
Generated on Dec 9, 2021
12875 Total Images
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Dataset Split
Train Set 87%
11265Images
Valid Set 8%
1073Images
Test Set 4%
537Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: Noise: Up to 5% of pixels