CNN Image classification

Hello everyone! Below you can find attached my attempt to train a CNN image classifying model. The dataset has 6 labels. X and y shapes are given. My question is what would be the reasonable starting point for a number of epochs, learning rate, dropout prob, batch\_size, filters, nodes. As you can see in the screenshot I wrote a range for each hyper parameter to test out the most accurate model with less loss. The problem is that it takes …

classification cnn dataset deeplearning dropout filters hello image labels nodes question rate train you