Dataset Versions
v2
2023-10-18 3:30pm
Generated on Oct 18, 2023
456 Total Images
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Dataset Split
Train Set 88%
399Images
Valid Set 8%
38Images
Test Set 4%
19Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Grayscale: Apply to 25% of images
Brightness: Between -33% and +33%
Blur: Up to 3px
Noise: Up to 8% of pixels