EngenFix-vehicle-background-remove-scratch-detection

Object Detection

Dataset Versions

v7

2023-08-24 9:09am

Generated on Aug 24, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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Dataset Split

Train Set 92%
855Images
Valid Set 4%
36Images
Test Set 4%
36Images

Preprocessing

Resize: Stretch to 640x480

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 2% of pixels