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About Materials Today: Proceedings: Poonam Verma, Vikas Tripathi, Bhaskar Pant
This document discusses a study that compares different optimizers implemented on deep learning architectures for COVID-19 classification. The study proposes using an ensemble of 2-layer convolutional neural networks with transfer learning to classify COVID-19 images. This approach achieved an accuracy of nearly 90.45% while requiring less training time compared to other classifiers. The study utilized the COVIDGR 1.0 dataset containing equal numbers of COVID-19 positive and negative chest X-ray images.
Detailed Information
| Author: | ['Saif Programer'] |
|---|---|
| Publication Year: | 2021 |
| Pages: | 5 |
| Language: | English |
| Format: | |
| Price: | FREE |
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