CLASSIFYING IMAGES OF CLOTHING ML

V.Vinay varma; Valiveti Harshith

CLASSIFYING IMAGES OF CLOTHING ML

April 2023

Vol-9, Issue-2

Paper ID: 19664

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer engineering

Keywords

Clothing Image classification Machine learning Deep learning Convolutional neural networks Fashion Object detection Feature extraction Computer vision Supervised learning Unsupervised learning Transfer learning Data preprocessing Training data Testing data Accuracy Precision

Abstract

The primary goal of an image classifier is to classify images of clothing, such as shirts, sneakers, and so on, using algorithms for machine learning and a few Python libraries. This model can recognize images based on previously trained images and co-relate them to produce the best possible result. Classification is a type of data analysis that can be used to derive models that describe important data classes or to forecast future data trends. Image classification has recently become a popular and important aspect of the fashion industry and in other areas as well. Clothing image classification is the way to go from searching for your favorite shirt on the internet to discovering your fashion sense. The fashion industry relies on cloth image classification for a variety of applications. We'll be using the Fashion MNIST dataset, which contains 70,000 grayscale images divided into ten categories for our model.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	V.Vinay varma	BVRIT
2	Valiveti Harshith	BVRIT

How to Cite

Use the following formats to cite this article in your research.

APA Style

varma, V.Vinay & Harshith, Valiveti (2023). CLASSIFYING IMAGES OF CLOTHING ML. International Journal of Advance Research and Innovative Ideas In Education, 9(2), 1635-1638.

MLA Style

varma, V.Vinay, and Valiveti Harshith. "CLASSIFYING IMAGES OF CLOTHING ML." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, 2023, pp. 1635-1638.

IEEE Style

V.Vinay varma and Valiveti Harshith, "CLASSIFYING IMAGES OF CLOTHING ML," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, pp. 1635-1638, 2023.

Vancouver Style

varma V.Vinay, Harshith Valiveti. CLASSIFYING IMAGES OF CLOTHING ML. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(2):1635-1638.

Harvard Style

varma, V.Vinay & Harshith, Valiveti (2023) 'CLASSIFYING IMAGES OF CLOTHING ML', International Journal of Advance Research and Innovative Ideas In Education, 9(2), pp. 1635-1638.

Chicago Style

varma, V.Vinay and Valiveti Harshith. "CLASSIFYING IMAGES OF CLOTHING ML." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 1635-1638.

Turabian Style

varma, V.Vinay and Valiveti Harshith. "CLASSIFYING IMAGES OF CLOTHING ML." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 1635-1638.