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[D] What are some well established and widely used frameworks/models for action recognition from videos?

I was looking for some frameworks for action recognition, preferably real-time ones. Additional question, how would one go about action recognition of a specific person? Say I need to detect a specific person (let’s assume he has a specific outfit) and go about recognizing his actions only. Any ideas for achieving that?

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