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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
International Peer Reviewed & Refereed Journals, Open Access Journal
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
OBJECT DETECTION USING CONVOLUTIONAL NEURAL NETWORK
Authors
Kolluri Bhavesh, Patade Omkar, Rajapkar Adesh, Saroja T. V.
Keywords
computer vision, convolutional neural networks, image classification, object discovery, transfer learning
Abstract
Viewing systems are essential for building a mobile robot that will complete a task such as navigation, surveillance, and explosive disposal (EOD). This will let the robots controller or operator know what's in nature and perform the following tasks. With the recent development of deep neural networks in image processing, distortion and precision detection are now possible. In this paper, Convolutional Neural Networks (CNN) is used to find natural objects. Two types of art models are compared for object acquisition, Single Shot Multi-Box Detector (SSD) with MobileNetV1 and Faster Region-based Convolutional Neural Network (Faster-RCNN) with InceptionV2. The result shows that one model is suitable for real-time use because of the speed and the other can be used to get something more accurate.
IJCRT's Publication Details
Unique Identification Number - IJCRT2104075
Paper ID - 205326
Page Number(s) - 509-514
Pubished in - Volume 9 | Issue 4 | April 2021
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Kolluri Bhavesh, Patade Omkar, Rajapkar Adesh, Saroja T. V., "OBJECT DETECTION USING CONVOLUTIONAL NEURAL NETWORK", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 4, pp.509-514, April 2021, Available at :http://www.ijcrt.org/papers/IJCRT2104075.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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