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I am using the VGG16 model on spectrograms without any pre-training. I am currently doing KFold validation but while in one the accuracy reaches 99%, in another one it stays at 53%.

Can anyone help me with it? Why and how to solve it?

On the fold where the validation accuracy remains at 53%, training accuracy and training loss stays the same too throughout the process.

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