ISSN 2394-5125
 
2021, Vol: 8, Issue: 1
8/1Current Issue Online First Archive Aims and Scope Abstracting & Indexing Most Accessed Articles Most Downloaded Articles Most Cited Articles
Required files to be uploaded

Copyright

Research Article 


A SURVEY ON NEURAL NETWORK MODELS FOR CLASSIFICATION OF PHENOMENA OF INTEREST IN IMAGES

ABHAY NIKUMBH ,TANMAY RASTOGI, MEHUL INGALE, SAGAR VARMA PRIYA SURANA.

Abstract
Forests cover 31 percent of the world's land surface, just over 4 billion hectares. Due to various
problems, geographical as well as social, the development of various forested areas is still not achieved. Some of the
reasons are:-lack of education, lack of connectivity between places, lack of reliable government policies and the most
important one is that there is very little or even no record of various places in the books. The main reason for this is the
non-accessibility of various locations of the forest areas due to numerous issues. Hence in this paper we will provide a
survey of ways to classify various geographical and environmental phenomena of interest such as haze/fog, land, river,
forest fires, etc. In this paper we will describe various data processing techniques like augmentation in detail and
describe various neural network architectures best suited for solving these types of problems in detail with different
convolutional neural networks (CNN).

Key words: CNN, classification, transfer learning, VGG, ResNeXt, AlexNet, Xception.


 
ARTICLE TOOLS
Abstract
PDF Fulltext
How to cite this articleHow to cite this article
Citation Tools
Related Records
 Articles by ABHAY NIKUMBH
Articles by TANMAY RASTOGI
Articles by MEHUL INGALE
Articles by SAGAR VARMA PRIYA SURANA
on Google
on Google Scholar


How to Cite this Article
Pubmed Style

ABHAY NIKUMBH ,TANMAY RASTOGI , MEHUL INGALE , SAGAR VARMA PRIYA SURANA. A SURVEY ON NEURAL NETWORK MODELS FOR CLASSIFICATION OF PHENOMENA OF INTEREST IN IMAGES. JCR. 2021; 8(1): 659-666. doi:10.31838/jcr.08.01.72

Web Style

ABHAY NIKUMBH ,TANMAY RASTOGI , MEHUL INGALE , SAGAR VARMA PRIYA SURANA. A SURVEY ON NEURAL NETWORK MODELS FOR CLASSIFICATION OF PHENOMENA OF INTEREST IN IMAGES. http://www.jcreview.com/?mno=57029 [Access: February 18, 2021]. doi:10.31838/jcr.08.01.72

AMA (American Medical Association) Style

ABHAY NIKUMBH ,TANMAY RASTOGI , MEHUL INGALE , SAGAR VARMA PRIYA SURANA. A SURVEY ON NEURAL NETWORK MODELS FOR CLASSIFICATION OF PHENOMENA OF INTEREST IN IMAGES. JCR. 2021; 8(1): 659-666. doi:10.31838/jcr.08.01.72


Vancouver/ICMJE Style

ABHAY NIKUMBH ,TANMAY RASTOGI , MEHUL INGALE , SAGAR VARMA PRIYA SURANA. A SURVEY ON NEURAL NETWORK MODELS FOR CLASSIFICATION OF PHENOMENA OF INTEREST IN IMAGES. JCR. (2021), [cited February 18, 2021]; 8(1): 659-666. doi:10.31838/jcr.08.01.72


Harvard Style

ABHAY NIKUMBH ,TANMAY RASTOGI , MEHUL INGALE , SAGAR VARMA PRIYA SURANA (2021) A SURVEY ON NEURAL NETWORK MODELS FOR CLASSIFICATION OF PHENOMENA OF INTEREST IN IMAGES. JCR, 8 (1), 659-666. doi:10.31838/jcr.08.01.72


Turabian Style

ABHAY NIKUMBH ,TANMAY RASTOGI , MEHUL INGALE , SAGAR VARMA PRIYA SURANA. 2021. A SURVEY ON NEURAL NETWORK MODELS FOR CLASSIFICATION OF PHENOMENA OF INTEREST IN IMAGES. Journal of Critical Reviews, 8 (1), 659-666. doi:10.31838/jcr.08.01.72


Chicago Style

ABHAY NIKUMBH ,TANMAY RASTOGI , MEHUL INGALE , SAGAR VARMA PRIYA SURANA. "A SURVEY ON NEURAL NETWORK MODELS FOR CLASSIFICATION OF PHENOMENA OF INTEREST IN IMAGES." Journal of Critical Reviews 8 (2021), 659-666. doi:10.31838/jcr.08.01.72


MLA (The Modern Language Association) Style

ABHAY NIKUMBH ,TANMAY RASTOGI , MEHUL INGALE , SAGAR VARMA PRIYA SURANA. "A SURVEY ON NEURAL NETWORK MODELS FOR CLASSIFICATION OF PHENOMENA OF INTEREST IN IMAGES." Journal of Critical Reviews 8.1 (2021), 659-666. Print. doi:10.31838/jcr.08.01.72


APA (American Psychological Association) Style

ABHAY NIKUMBH ,TANMAY RASTOGI , MEHUL INGALE , SAGAR VARMA PRIYA SURANA (2021) A SURVEY ON NEURAL NETWORK MODELS FOR CLASSIFICATION OF PHENOMENA OF INTEREST IN IMAGES. Journal of Critical Reviews, 8 (1), 659-666. doi:10.31838/jcr.08.01.72


Author Login Reviewer Login About Publisher Editorial Policies Peer Review Policy Editorial & Peer Review Process Author's Rights and Obligations Publication Ethics and Publication Malpractice Statement Conflict of Interest Policy Plagiarism Policy Protection of Research Participants (Statement On Human And Animal Rights) Privacy Policy Publication Ethics and Publication Malpractice Statement Corrections, Retractions & Expressions of Concern Self-Archiving Policies Statement of Informed Consent Advertising Policy Terms of Use License Information
This is an open access journal which means that all content is freely available without charge to the user or his/her institution. Users are allowed to read, download, copy, distribute, print, search, or link to the full texts of the articles in this journal without asking prior permission from the publisher or the author. This is in accordance with the Budapest Open Access Initiative (BOAI) definition of open access.
The articles in Journal of Critical Reviews are open access articles licensed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc-sa/3.0/) which permits unrestricted, non-commercial use, distribution and reproduction in any medium, provided the work is properly cited.
Copyright © 2021 Journal of Critical Reviews All Rights Reserved. Subject to change without notice from or liability to Journal of Critical Reviews.
For best results, please use Internet Explorer or Google Chrome

Contact Information


Journal of Critical Review,
Tower 23/4,
Jalan ampang,
Kuala Lumpur, malaysia

editorial.jcr@gmail.com