How to calculate accuracy or evaluate my face detection output
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Hi,
I am able to detect faces captured by webcam. How can I know the accuracy rate of my output.
Thanks in advance
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Walter Roberson
2013-9-16
You need to have a set of validation images whose classification is known, and which are not used to test or tune the algorithm. After you have debugged the classification, you run the classification on the validation set without telling the algorithm which class they are, and then observe what fraction of them it gets right.
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Image Analyst
2013-9-16
You might want to read up on ROC curves: https://en.wikipedia.org/wiki/Receiver_operating_characteristic
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