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                <text>Faculty Publications</text>
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    <name>Conference Paper</name>
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          <name>Creator</name>
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              <text>Abraham, Leo; Joseph, Joshua; Abhilash, Jess Tom; Paul, Abish; Logesh; Shibu, Shine P.; Lonappan, Linu; Elapilla, Manu</text>
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          <name>Title</name>
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              <text>Precision Farming on Sugarcane: Drone-Based Disease Detection Using YOLOv8 Neural Models</text>
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          <name>Date</name>
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              <text>01-01-2025</text>
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          <name>Source</name>
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              <text>2025 IEEE International Conference on Vehicular Technology and Transportation System, ICVTTS 2025;</text>
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          <name>Identifier</name>
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              <text>&lt;a href="https://doi.org/10.1109/ICVTTS67119.2025.11296538" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1109/ICVTTS67119.2025.11296538&lt;/a&gt; &lt;br /&gt;&lt;br /&gt;&lt;a href="https://www.scopus.com/pages/publications/105032133063?origin=resultslist" target="_blank" rel="noreferrer noopener"&gt;https://www.scopus.com/pages/publications/105032133063?origin=resultslist&lt;/a&gt;</text>
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              <text>Abraham L., CHRIST(Deemed to be University), Kengeri Campus, Karnataka, Bengaluru, 560074, India; Joseph J., CHRIST(Deemed to be University), Kengeri Campus, Karnataka, Bengaluru, 560074, India; Abhilash J.T., CHRIST(Deemed to be University), Kengeri Campus, Karnataka, Bengaluru, 560074, India; Paul A., CHRIST(Deemed to be University), Kengeri Campus, Karnataka, Bengaluru, 560074, India; Logesh, CHRIST(Deemed to be University), Kengeri Campus, Karnataka, Bengaluru, 560074, India; Shibu S.P., CHRIST(Deemed to be University), Kengeri Campus, Karnataka, Bengaluru, 560074, India; Lonappan L., CHRIST(Deemed to be University), Kengeri Campus, Karnataka, Bengaluru, 560074, India; Elapilla M., CHRIST(Deemed to be University), Kengeri Campus, Karnataka, Bengaluru, 560074, India</text>
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              <text>Precision agriculture is being revolutionized by the use of UAVs and AI, enabling more efficient and sustainable crop monitoring. This study presents a drone-based solution for real-time detection of sugarcane diseases such as Rust, Red Rot, Mosaic, and Yellow Leaf. A custom quadcopter, outfitted with a high-resolution camera and Raspberry Pi 4, is used to capture aerial imagery. The onboard YOLOv8 model processes images in real time, with data stored locally on an SD card for further evaluation. The paper covers the complete system setup, including hardware components, neural network deployment, and the end-to-end workflowfrom image capture to decision support. This integrated approach supports early intervention, better yield outcomes, and cost-effective disease management in sugarcane farming. 2025 IEEE.</text>
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          <name>Subject</name>
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              <text>deep learning; disease detection; Precision agriculture; Raspberry Pi; sugarcane; unmanned aerial vehicles; YOLOv8</text>
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          <name>Publisher</name>
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              <text>Institute of Electrical and Electronics Engineers Inc.</text>
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              <text>ISBN: 979-833156522-0;</text>
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              <text>Restricted Access; Hardcopy may be available in the library</text>
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              <text>online</text>
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