Work

Image classification using Deep learning

Year: 2018

Type: article

Abstract: The image classification is a classical problem of image processing, computer vision and machine learning fields. In this paper we study the image classification using deep learning. We use AlexNet architecture with convolutional neural networks for this purpose. Four test images are selected from the ImageNet database for the classification purpose. We cropped the images for various portion areas and conducted experiments. The results show the effectiveness of deep learning based image classification using AlexNet.

Source: International Journal of Engineering & Technology

DOI: 10.14419/ijet.v7i2.7.10892

Authors: M Manoj krishna, M Neelima, M Harshali, M Venu Gopala Rao

Institution: Council of Scientific and Industrial Research

Language: English

Topic: Advanced Neural Network Applications

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W2801889474

FWCI: 3.269

Cites: 10

Cited by: 116

Related to: 10