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	<title>fitness action recognition &#8211; BIOENGINEER.ORG</title>
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		<title>Lightweight pose model recognizes fitness actions and counts repetitions accurately</title>
		<link>https://bioengineer.org/lightweight-pose-model-recognizes-fitness-actions-and-counts-repetitions-accurately/</link>
		
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		<pubDate>Mon, 26 Oct 2026 21:51:50 +0000</pubDate>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[action]]></category>
		<category><![CDATA[Computer Vision]]></category>
		<category><![CDATA[exercise monitoring]]></category>
		<category><![CDATA[fitness]]></category>
		<category><![CDATA[fitness action recognition]]></category>
		<category><![CDATA[lightweight]]></category>
		<category><![CDATA[lightweight neural networks]]></category>
		<category><![CDATA[MobileNet V1]]></category>
		<category><![CDATA[OpenPose]]></category>
		<category><![CDATA[pose estimation]]></category>
		<category><![CDATA[pose-based]]></category>
		<category><![CDATA[repetition counting]]></category>
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					<description><![CDATA[A lightweight pose-estimation model recognized six fitness actions and counted four types of repetitions with 94.37% accuracy in a 200-video evaluation.]]></description>
		
		
		
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