Dataset Versions
Versions
v1
2024-08-09 8:29am
Generated on Aug 9, 2024
30 Total Images
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Dataset Split
Train Set 80%
24Images
Valid Set 10%
3Images
Test Set 10%
3Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
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
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 4.7px
Noise: Up to 1.84% of pixels