weapons detection Computer Vision Model
780 Total Images
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Dataset Split
Train Set 92%
720Images
Valid Set 4%
30Images
Test Set 4%
30Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -6° and +6°
Grayscale: Apply to 10% of images
Hue: Between -21° and +21°
Brightness: Between -15% and +15%