Naršyti pagal temą "YOLO"

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    • Deep Learning-Enabled Inventory Detection for Facility Management System 

      Bilgin, Elif Seray; Kilimci, Zeynep Hilal (2025 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 24, 2025, Vilnius, Lithuania, 2025)
      Facility management benefits from efficient inventory tracking to optimize resource allocation and control costs. In this study, a deep learning-based method is presented for detecting and quantifying office inventory from ...

    • Fire Classification and Detection Using a CNN-YOLO Hybrid Model for Early Warning Systems 

      Gozo, Florentino C.; Oraño, Jannie Fleur V.; Olaybar, Jimson A.; Bautista, Rodmarc (2025 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 24, 2025, Vilnius, Lithuania, 2025)
      Fire detection is essential for preventing and mitigating disaster impacts, requiring rapid and accurate identification to minimize damage and loss of life. Conventional fire detection systems based on sensors often lead ...

    • Optimized Fruit Detection in Complex Environments Using YOLOv11n for Smart Agricultural Applications 

      Valdez, Daryl B. (2025 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 24, 2025, Vilnius, Lithuania, 2025)
      This study explores the application of the YOLOv11 object detection algorithm for precise and efficient fruit detection in complex image environments. The research focuses on leveraging YOLOv11’s advanced single-stage ...