Dataset Versions

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2024-10-22 2:04am
v1
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a month ago
v1

2024-10-22 2:04am

Generated on Oct 22, 2024
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4245 Total Images

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Dataset Split

Train Set 88%
3717Images
Valid Set 8%
352Images
Test Set 4%
176Images

Preprocessing

Resize: Stretch to 640x640
Grayscale: Applied
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.1% of pixels

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