CNN KERNEL : Performance analysis based on kernel size of Convolutional Layers in a network

In this book I perform an experimental review on twelve similar types of Convolutional Neural Network architecture but the different sizes of kernels for the filters.  For this experiment I select twelve different sizes of the kernel for twelve Convolutional Neural Network models the size of kernels are – (12 12) (11 11) (10 10) (9 9) (8 8) (7 7) (6 6) (5 5) (4 4) (3 3) (2 2) and (1 1).  For this experiment I use the “Flowers Recognition” dataset. I use 77 batches (batch size = 45) per epoch and...See More