Abstract
The problem of the accuracy of the diagnosis of diseases is considered, for the solution it is proposed to use deep learning methods, namely, to develop a neural network for the diagnosis of pneumonia from Xrays. Two approaches were used in the solution: the compilation of a self-developed network and the use of pre-trained models as the basis for creating custom image classifiers
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