Deep Learning Techniques for Image Classification of COVID-19 – A Survey

Kg Lakshmi,S. Sridevi Sathya Priya,P Karthigaikumar

2022 6th International Conference on Devices, Circuits and Systems (ICDCS)（2022）

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摘要

This paper aims at surveying image classification techniques using deep learning techniques of the Chest X-Ray images and CT scan images for COVID-19. Pre-trained networks were mainly considered for the survey. The constraints, challenges and potential future direction and perspective on the deep learning techniques using various pre trained CNNs is also discussed.

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关键词

Deep learning,COVID-19,Transfer Learning,Convolutional neural networks,Fine tuning

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