semaphore Dataset
v6
2024-08-01 11:07pm
Generated on Aug 1, 2024
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: 8-100% Horizontal Region, 0-90% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 5
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.26% of pixels