The model takes a long time in the training phase (3 - 4 days), because it is not really managing to learn, it is necessary to make an extraction of characteristics and a selection of them, then when you already have the most significant ones, convert them to images I finally decided to use Continuous Wavelet Transform to get a Power Spectrum Analysis