Dataset Versions
Versions
v1
2024-02-25 1:12pm
Generated on Feb 25, 2024
3546 Total Images
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Dataset Split
Train Set 93%
3288Images
Valid Set 4%
132Images
Test Set 4%
126Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels