Ziauddin University

Vehicle Detection

Object Detection

Vehicle Detection Image Dataset

v13

Paper2

Generated on May 19, 2023

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Dataset Split

Train Set 86%
972Images
Valid Set 6%
65Images
Test Set 9%
99Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 26 remapped, 4 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal
Grayscale: Apply to 30% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
only-extracting-frames-now
2012 images
Car
Pedestrain-Car-Truck
378 images
vehicles
2659 images