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SVM (Support Vector Machine) opencv

开发者 https://www.devze.com 2023-04-02 12:15 出处:网络
I\'m new to machine learning. I\'m doing a project by using opencv open source library. My issue is that I don\'t have experience in开发者_StackOverflow Machine Learning. I have extracted features fro

I'm new to machine learning. I'm doing a project by using opencv open source library. My issue is that I don't have experience in开发者_StackOverflow Machine Learning. I have extracted features from different images and I have evaluated them, now I want to classify objects in those images by using SVM but I don't know what to do. BTW, I used 3 different feature extractors, SIFT, SURF and FAST feature detector (with their descriptors)

Can you give me the guide and some examples to classify more than 5 objects in the background, such as coffee cups, coca cola, basket balls etc...

I'm doing my project in C++, environment (UBUNTU).


With the information provided, all I can give you is the following list:

  • category-level classification tutorial from the CVML2011 summer school. It includes code (for you unfortunately in Matlab) which can help you to understand the concept behind it.
  • paper called "A Practical Guide to Support Vector Classification" which clearly explains how to prepare the data, train and test SVM
  • and of course the OpenCV documentation on svm training

As already pointed out by @jillesdewit you should try to be more specific.

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