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		<title>AI Watches the Whole Flock: Trajectory-Free Anomaly Detection for Dense Hen Houses</title>
		<link>https://bioengineer.org/ai-watches-the-whole-flock-trajectory-free-anomaly-detection-for-dense-hen-houses/</link>
		
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		<pubDate>Sat, 10 Oct 2026 20:43:00 +0000</pubDate>
				<category><![CDATA[Agriculture]]></category>
		<category><![CDATA[animal behavior]]></category>
		<category><![CDATA[Anomaly Detection]]></category>
		<category><![CDATA[autoencoder]]></category>
		<category><![CDATA[Computer Vision]]></category>
		<category><![CDATA[ConvLSTM]]></category>
		<category><![CDATA[Mahalanobis distance]]></category>
		<category><![CDATA[poultry welfare]]></category>
		<category><![CDATA[precision livestock farming]]></category>
		<category><![CDATA[pseudo-labeling]]></category>
		<category><![CDATA[semi-supervised learning]]></category>
		<category><![CDATA[smart agriculture]]></category>
		<category><![CDATA[smothering]]></category>
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					<description><![CDATA[Researchers have developed a trajectory-free, semi-supervised anomaly detection framework that monitors entire hen flocks through statistical activity and density cues, sidestepping the occlusion problems that plague individual tracking in dense poultry houses.]]></description>
		
		
		
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