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Data Set and Initial data set processing

Data Set and Initial data set processing k5gB2

2. 1. Data Set In this study the dataset was used from Kaggle and GitHub sites, where this dataset consists of 2953 X-ray images for lungs, this dataset divided into three categories 267 images for covid-19, 1341 X-ray images for Normal health, and 1345 X-ray images for Viral Pneumonia (see Figure 1. ) 2. 2. Initial data set processing In the current study, the size received data set was approximately 2Gb So, it can’t process this data set by local GPU in MATLAB. So, for reducing the size of this data set, the code by Python was created. By using this code, the size of this data set was reduced and became fit for the next processing stage.

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 set processing

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 study, the size received You use this word too often, consider replacing it withpicturestatisticsknowledgedossierevidencegoods
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 set by local GPU in MATLAB. This phrase/word is too simple and can be replaced with:consequently
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 set was This phrase/word (depending on the context) can be potentially replaced with :alleviated
reduced
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