Dataset Versions
v2
2024-07-12 11:54am
Generated on Jul 12, 2024
2323 Total Images
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Dataset Split
Train Set 88%
2034Images
Valid Set 8%
192Images
Test Set 4%
97Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Blur: Up to 2.5px
Noise: Up to 0.31% of pixels