semaphore flag Dataset

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2024-07-09 10:43pm
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2024-06-22 3-11am
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2024-06-22 3-11am

Generated on Jun 22, 2024
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2002 Total Images

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Dataset Split

Train Set 91%
1820Images
Valid Set 5%
104Images
Test Set 4%
78Images

Preprocessing

Auto-Orient: Applied
Static Crop: 5-100% Horizontal Region, 5-90% Vertical Region

Augmentations

Outputs per training example: 5
Rotation: Between -10° and +10°
Shear: ±7° Horizontal, ±7° Vertical
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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