manhole Dataset

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2023-09-17 10:34pm
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2023-09-12 5:29pm

Generated on Sep 12, 2023
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3374 Total Images

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Dataset Split

Train Set 84%
2838Images
Valid Set 7%
235Images
Test Set 9%
301Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 3 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -50% and +50%
Blur: Up to 1px
Noise: Up to 5% of pixels

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