Dataset Versions
v2
2024-10-26 3:26pm
Generated on Oct 26, 2024
295 Total Images
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Dataset Split
Train Set 63%
186Images
Valid Set 18%
53Images
Test Set 19%
56Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-77% Horizontal Region, 19-71% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -36% and +36%
Brightness: Between -37% and +37%
Blur: Up to 2.5px
Noise: Up to 3.43% of pixels