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How to find features like vehicle length and width in video?

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I have detected the vehicle using background subtraction in video and now to classify them into different types (sedan, SUV, Bus) I want to extract features like vehicle length etc. I have googled a lot and found nothing but ORB, SIFT, SURF etc which uses train image. ![Background Subtraction](/upfiles/14742034731379379.png) ![captured frame at that time](/upfiles/14742035173631505.png)

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