Dataset Versions
v1
2022-10-20 5:15pm
Generated on Oct 20, 2022
146 Total Images
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Dataset Split
Train Set 96%
140Images
Valid Set 3%
4Images
Test Set 1%
2Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 10
Crop: 0% Minimum Zoom, 18% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 5% of images
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 6 boxes with 10% size each