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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) |
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| Paper Title: | HUMAN CROWD COUNTING AND ANALYSIS |
| Authors Name: | LAASYA SATYA SUNDARI EVANI , KUSUMA KARETI , MANIKYALA SRI LEKHA , MADDIPATI SRI LASYA , M. SION KUMARI |
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IJNRD_188332
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| Published Paper Id: | IJNRD2303083 |
| Published In: | Volume 8 Issue 3, March-2023 |
| DOI: | |
| Abstract: | The most accurate human crowd-counting program is what we recommend creating. The software should capture an image that the user manually uploads, a video that the user uploads, or a camera where the population needs to be monitored. The OpenCV library is used to train and create the machine learning algorithm, which counts the number of people in each frame of the input feed. TensorFlow is the developed application that can be used as a standalone application or can be integrated with the other existing applications by exposing an API interface. The method counts the number of people in each frame. Unsupervised clustering is proposed to be developed in this application since it needs less training and is more suited for picture recognition. The developed application can be used as a standalone application or can be integrated with the other existing applications by exposing an API interface. |
| Keywords: | Clustering, Human Crowd, Human Crowd Computation, Human Detection, OpenCV Library, Unsupervised Clustering, Image Recognition, Object Detection, Video Surveillance, K-Means Clustering. |
| Cite Article: | "HUMAN CROWD COUNTING AND ANALYSIS", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 3, page no.a799-a803, March-2023, Available :http://www.ijnrd.org/papers/IJNRD2303083.pdf |
| Downloads: | 000118750 |
| ISSN: |
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID:IJNRD2303083 Registration ID: 188332 Published In: Volume 8 Issue 3, March-2023 DOI (Digital Object Identifier): Page No: a799-a803 Country: Visakhapatnam, Andhra Pradesh, India Research Area: Computer Engineering Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2303083 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2303083 |
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ISSN: 2456-4184
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