Dataset Versions

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2024-07-16 1:29am
v2
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5 months ago
2024-07-15 6:15am
v1
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5 months ago
v2

2024-07-16 1:29am

Generated on Jul 16, 2024
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5998 Total Images

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Dataset Split

Train Set 90%
5420Images
Valid Set 6%
384Images
Test Set 3%
194Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 2
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.22% of pixels

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