Dataset Versions

Versions
2024-12-16 8:52am
v1
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7 days ago
v1

2024-12-16 8:52am

Generated on Dec 16, 2024
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1637 Total Images

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Dataset Split

Train Set 97%
1582Images
Valid Set 2%
36Images
Test Set 1%
19Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 7
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 0.8px
Noise: Up to 0.1% of pixels
Bounding Box: Brightness: Between -6% and +6%
Bounding Box: Exposure: Between -3% and +3%

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