EngenFix-vehicle-background-remove-scratch-detection

Object Detection

Dataset Versions

v4

2023-08-15 12:39pm

Generated on Aug 15, 2023

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Pascal VOC XML
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Dataset Split

Train Set 92%
732Images
Valid Set 4%
31Images
Test Set 4%
31Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1px