Deep Learning, Convolutional Neural Net, Machine Learning, Artificial Intelligence, Imagedatagenerator.
the model performs good with 3 layered architecture. Let’s build a deeper CNN model to improve the performance. So, this is CNN with 5 Convolution Layer’s (3*3 Kernel) & 1 dense layer (fully connected layer) with class weights balancing. Performance of baseline model with class weights balancing: