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		<title>AI Models Learn to Spot Grapevine Powdery Mildew Before Humans Do</title>
		<link>https://bioengineer.org/ai-models-learn-to-spot-grapevine-powdery-mildew-before-humans-do/</link>
		
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		<pubDate>Wed, 07 Oct 2026 17:59:02 +0000</pubDate>
				<category><![CDATA[Agriculture]]></category>
		<category><![CDATA[breeding]]></category>
		<category><![CDATA[CLIP]]></category>
		<category><![CDATA[foundation models]]></category>
		<category><![CDATA[grapevine]]></category>
		<category><![CDATA[multi-modal AI]]></category>
		<category><![CDATA[phenotyping]]></category>
		<category><![CDATA[plant disease detection]]></category>
		<category><![CDATA[powdery mildew]]></category>
		<category><![CDATA[QTL Mapping]]></category>
		<category><![CDATA[SAM]]></category>
		<category><![CDATA[segmentation]]></category>
		<category><![CDATA[viticulture]]></category>
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					<description><![CDATA[Researchers fused the SAM and CLIP vision foundation models into an AI pipeline that segments grapevine powdery mildew pixel by pixel, matches expert disease scores on over 98 percent of vines, and recovers a known resistance gene from image-derived data.]]></description>
		
		
		
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