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It is necessary to recognize the motion and record video live.

Update
Save enough on your memory card.

PS
Maybe I'll repeat the question, but I am not guided in English.
Sorry for my English
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An Arduino is not a powerful processor and can not do much image processing. I doubt that there is a USB camera that could be connected to the Arduino.

There are a range of OVO cameras that can connect to the Arduino, but I don't think you will be able to record live video on an Arduino with these, where would you store the file for starters?

There is a PIXY camera system, this has its own microprocessor and interfaces with an Arduino. It can record video and do object recognition. http://charmedlabs.com/default/pixy-cmucam5/

Hope that helps.

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