Dataset Versions
v4
2024-07-23 3:35pm
Generated on Jul 23, 2024
1169 Total Images
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Dataset Split
Train Set 88%
1023Images
Valid Set 8%
97Images
Test Set 4%
49Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between 0% and +20%
Blur: Up to 0.8px
Noise: Up to 0.1% of pixels