Helmet Violation 2 - 2 Class Dataset
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2024-05-04 1:38pm
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Generated on May 2, 2024
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1719 Total Images
View All Images
Dataset Split
Train Set 88%
1506Images
Valid Set 8%
142Images
Test Set 4%
71Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 960x960
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -24% and +24%
Exposure: Between -10% and +10%
Noise: Up to 1.05% of pixels