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Truth of Salinas HSI — Image by author Implementation of CNN Let’s build a one dimensional CNN with different layers such as Convolution, Maxpooling, Dropout, and Dense Layers. The architecture of the CNN model is shown below: Summary of CNN Model — Image by Author Training Let’s start by loading