Dataset Versions
v2
2023-11-13 10:23pm
Generated on Nov 13, 2023
4685 Total Images
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Dataset Split
Train Set 90%
4203Images
Valid Set 5%
243Images
Test Set 5%
239Images
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°
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 5% of pixels