Dataset Versions
Versions
v1
2023-01-12 12:50am
Generated on Jan 11, 2023
334 Total Images
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Dataset Split
Train Set 88%
294Images
Valid Set 6%
20Images
Test Set 6%
20Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each