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Machine learning approach for extraction of arm.

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Dear All, Currently, I am working on arm detection with the help of machine learning approach in opencv with c++. I am using rgb as well as depth data for it. As I am new in machine learning filed. If anyone idea to start the study of machine learning , please let me know. It will be very useful , if you recommend any research paper and useful sites for this. Thank you.

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