Industrial Vision Dataset

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2024-05-31 1:45pm
v6
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4 months ago
2024-05-23 9:04am
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4 months ago
2023-07-18 10:18am
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2023-06-07 1:09pm
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a year ago
2023-06-06 4:40pm
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a year ago
2023-06-05 4:19pm
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2023-06-06 4:40pm

Generated on Jun 6, 2023
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1547 Total Images

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Dataset Split

Train Set 87%
1350Images
Valid Set 8%
127Images
Test Set 5%
70Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 17% Maximum Zoom
Rotation: Between -11° and +11°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 20% of images
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -11% and +11%

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