UGC Approved Journal no 63975(19)

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

Volume 9 Issue 4
April-2022
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2204294


Registration ID:
400555

Page Number

c688-c697

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Title

Deep Convolutional Network for Image Recognition Using Gradio

Abstract

In today ‘s world, with ever increasing advancements in the field of technology, various applications and webapps have been developed with many advanced features. In computer vision, image classification is a crucial task. Building better classifiers to determine what object is there in a photograph is a hot topic of research, with applications ranging from driverless vehicles to medical imaging. These models are ideal for Gradio's picture input component. we will build a web demo to classify images using Gradio. We will be able to build the whole web application in Python. Gradio is a package of python that allows users to create simple web apps with just a few lines of code. In this project, we will quickly create image classification model and deploy a web app using Gradio where we can upload new images for class prediction. The model will be a Keras convolutional neural network (CNN) that would be trained on images as the features and their class names as labels.

Key Words

Machine Learning, Decision Tree Classifier, K-Nearest Neighbors (KNN), Deep Learning,VGG16

Cite This Article

"Deep Convolutional Network for Image Recognition Using Gradio", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 4, page no.c688-c697, April-2022, Available :http://www.jetir.org/papers/JETIR2204294.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

"Deep Convolutional Network for Image Recognition Using Gradio", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 4, page no. ppc688-c697, April-2022, Available at : http://www.jetir.org/papers/JETIR2204294.pdf

Publication Details

Published Paper ID: JETIR2204294
Registration ID: 400555
Published In: Volume 9 | Issue 4 | Year April-2022
DOI (Digital Object Identifier):
Page No: c688-c697
Country: Visakhapatnam, Andhra Pradesh, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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