Dataset Versions

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2023-06-06 10:04pm
v2
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a year ago
2023-06-06 7:33pm
v1
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a year ago
v2

2023-06-06 10:04pm

Generated on Jun 7, 2023
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1688 Total Images

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Dataset Split

Train Set 87%
1476Images
Valid Set 8%
141Images
Test Set 4%
71Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Exposure: Between -25% and +25%

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