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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Published Paper Details:
Paper Title
Real-time Object Detection using the YOLO Algorithm with the OpenCV Framework
Authors
Shaik Ishrath Anjum, Syed Roohi, Vibudi Divya, Venicherla Bhargavi, B. Avinash
Keywords
Computer Vision, Object Detection, YOLO algorithm, Deep Learning, Open-CV, COCO dataset.
Abstract
In the realm of computer vision, object detection poses a significant challenge, especially in accurately localizing and categorizing objects within images. This paper introduces a novel method that utilizes a pre-trained deep learning model to detect objects in real time by processing webcam-captured images and video streams. Leveraging the renowned speed and accuracy of the YOLO algorithms, the system efficiently counts and monitors specific objects in each video frame, making it especially apt for visualization-focused applications. By integrating the YOLO model with the COCO dataset, the approach outperforms existing techniques in terms of precision and real-time responsiveness.
IJCRT's Publication Details
Unique Identification Number - IJCRT2310510
Paper ID - 245461
Page Number(s) - e558-e564
Pubished in - Volume 11 | Issue 10 | October 2023
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Shaik Ishrath Anjum, Syed Roohi, Vibudi Divya, Venicherla Bhargavi, B. Avinash, "Real-time Object Detection using the YOLO Algorithm with the OpenCV Framework", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 10, pp.e558-e564, October 2023, Available at :http://www.ijcrt.org/papers/IJCRT2310510.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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