How can I classify the motion object that is human, animals or other objects?
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I'm trying to detect human motion and set alarm. If the motion object is human,the system will alarm. If the motion object is dog or other, the alarm does not work. I get the binary image of foreground image and difficult to classify that object is human being or not.
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Kenta
on 31 Mar 2020
One option is to use CNN and LSTM. I attach the demo for video classification.
As of 2020a, wide variety of machine learning/deep leaning techniques are available. I am not sure if you are still considering the task and the demo above is related to that, the demo itself can contribute to your study, I hope.
The image features were extracted via a pre-trained network and the time-series features were classified using LSTM (Long Short Term Memory).
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More Answers (2)
Walter Roberson
on 28 Sep 2015
You effectively cannot do that.
Please be sure to read all of the comments of all of the Answers.
Mr Htet Aung
on 29 Sep 2015
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Walter Roberson
on 30 Sep 2015
Humans can be in wheelchairs. Humans can be fat. Gorillas and chimpanzees can have ratios similar to humans. A large dog might not have much of a difference in width to height ratio compared to a human, but a dog will have length that a human will not have.
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