Dataset Versions

Try Pre-Trained Model
Versions
2024-07-16 1:29am
v2
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6 months ago
2024-07-15 6:15am
v1
·
6 months ago
v1

2024-07-15 6:15am

Generated on Jul 15, 2024
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8708 Total Images

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Dataset Split

Train Set 93%
8130Images
Valid Set 4%
384Images
Test Set 2%
194Images

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
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.22% of pixels

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