Dataset Versions

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Versions
2023-04-12 8:01pm
v3
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2 years ago
2023-04-12 3:48pm
v2
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2 years ago
2023-04-12 3:34pm
v1
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2 years ago
v3

2023-04-12 8:01pm

Generated on Apr 12, 2023
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2211 Total Images

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Dataset Split

Train Set 92%
2043Images
Valid Set 4%
84Images
Test Set 4%
84Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels

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