Dataset Versions
v3
2024-10-20 6:35pm
Generated on Oct 20, 2024
1401 Total Images
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Dataset Split
Train Set 88%
1230Images
Valid Set 8%
116Images
Test Set 4%
55Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -40° and +40°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 0.2px
Noise: Up to 1.45% of pixels