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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 5 | Month- May 2024
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Published Paper Details:
Paper Title
REAL TIME OBJECT DETECTION MODULES
Authors
Rinkesh Patel, Meet Patel, Dev Thakkar, Bhumika Bhatt
Keywords
TensorFlow, cocoapi, weights, models, OpenCV, image processing, deep learning, artificial intelligence, machine learning
Abstract
The advancement of technology leads to increasing accuracy of computer vision such as machine learning in which a machine learns itself, without explicit programming. The field deep learning which is a subset of machine learning in Artificial intelligence uses patterns used in decision making has made task of image processing much easier. This paper will focus on TensorFlow by google. The trained coco models are taken with input which in turn produces output boxes where objects are identified within frames with percentage match and labels. This survey paper will elaborate the actual working of TensorFlow. The working of COCOAPI models includes capturing, storing and comparing thousands of images with real time objects and percentage matches are described with its process in ensuring literature surveys. Apart from this, paper also includes some details about yolo for training object detection models.
IJCRT's Publication Details
Unique Identification Number - IJCRT2002235
Paper ID - 192261
Page Number(s) - 1936-1938
Pubished in - Volume 8 | Issue 2 | February 2020
DOI (Digital Object Identifier) - http://doi.one/10.1729/Journal.23208
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Rinkesh Patel, Meet Patel, Dev Thakkar, Bhumika Bhatt, "REAL TIME OBJECT DETECTION MODULES", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.8, Issue 2, pp.1936-1938, February 2020, Available at :http://www.ijcrt.org/papers/IJCRT2002235.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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