Dataset Versions

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2024-10-02 5:50am
v3
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3 months ago
2024-10-02 1:39am
v2
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3 months ago
v3

2024-10-02 5:50am

Generated on Oct 2, 2024
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Dataset Split

Train Set 88%
870Images
Valid Set 8%
84Images
Test Set 4%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Noise: Up to 0.1% of pixels

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