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Fine-tuning Resnet18 model to predict if the patient has Pneumonia (COVID19) with the help of x-ray

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FrozenWolf-Cyber/COVID19-Pneumonia-Chest-X-Ray-Detection

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Pneumonia-Detection

Fine-tuning Resnet18 model to predict if the patient has Pneumonia (Corona) with the help of x-ray. The Resnet18 model will be able to predict with an accuracy of 91%

Dataset :

You can download the dataset from here

normal infected

Results :

Resnet18 :

Test Loss : 0.2449 Test Accuracy : 91.6182

  • Loss :

loss_per_epoch loss

  • Accuracy :

accuracy

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Fine-tuning Resnet18 model to predict if the patient has Pneumonia (COVID19) with the help of x-ray

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