Dataset Versions
Versions
v1
2024-12-13 4:48pm
Generated on Dec 13, 2024
260 Total Images
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Dataset Split
Train Set 88%
228Images
Valid Set 8%
21Images
Test Set 4%
11Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 1.49% of pixels