Dataset Versions
Versions
v1
2023-09-05 4:33pm
Generated on Sep 5, 2023
3081 Total Images
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Dataset Split
Train Set 92%
2844Images
Valid Set 4%
119Images
Test Set 4%
118Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Mosaic: Applied