Dataset Versions
v2
2023-07-24 1:10pm
Generated on Jul 24, 2023
3520 Total Images
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Dataset Split
Train Set 87%
3069Images
Valid Set 8%
294Images
Test Set 4%
157Images
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
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels