UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 9 Issue 7
July-2022
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

7.95 impact factor calculated by Google scholar

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Published Paper ID:
JETIR2207254


Registration ID:
405809

Page Number

c427-c430

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Title

A Review Paper on Device Automation Through Video Processing

Abstract

Abstract: In the recent times, machine learning is considered to be the best replacement of manual work. With every passing day, the concepts such as Artificial Intelligence, Video Processing and Image Processing are taking over the maximum attention. PoseNet, being a part of the Machine Learning sphere helped us with Real-Time Human Pose Estimation for one or multiple persons depending on the kind of algorithm we are working with. Referring to the real-time computer vision, we have implemented the programming ideologies mainly from OpenCV or Open Source Computer Vision libraries. The use of ML5 made the concepts of Machine Learning more approachable with the algorithms and models present in the browser. ML5 is a version of less powerful TensorFlow library which can be used in web-based framework like JavaScript. This project is an attempt to familiarize the concept of controlling the electrical appliances by Video Processing and Gesture Control. Performed the software stimulants and coding using the JavaScript and for the final implementation, the PoseNet Technology is also merged with the later.

Key Words

Keywords:Automation; Video processing; Pose estimation; PoseNet; ML5; Heatmap; Key points; Tensorflow; Machine learning Algorithm; Classification Algorithm; Gesture recognition; Single pose estimation; Multi pose estimation; Internet of Things(IOT); Firebase Database

Cite This Article

"A Review Paper on Device Automation Through Video Processing", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 7, page no.c427-c430, July-2022, Available :http://www.jetir.org/papers/JETIR2207254.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"A Review Paper on Device Automation Through Video Processing", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 7, page no. ppc427-c430, July-2022, Available at : http://www.jetir.org/papers/JETIR2207254.pdf

Publication Details

Published Paper ID: JETIR2207254
Registration ID: 405809
Published In: Volume 9 | Issue 7 | Year July-2022
DOI (Digital Object Identifier):
Page No: c427-c430
Country: Bangalore, karnataka, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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