Pneumonia detection, using transfer learning

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Im trying to increase the accuracy of my model, in order to predict x-ray images, and im working with a mobileNetv3, as my backbone model, as well, as using a customised CNN to make the prediction. my val_accurary is very volatile

how can i increase the accuracy/performance of my model, using this following architcture:my model architcture

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