INT301- Week 9: An Introduction to CNN Solved

Exercise 1: Convolution 

Figure 1: Demo of Convolution

 
…\convolution_operation_exercise
code.m
 file, calculate the convolution results of
In the given file directory                                                           , you are required to read

and understand the cat_input.jpg using kernel image and visualize the results in MATLAB.

Using the six different kernels, calculate six different convolution result and check the outputs after visualization.

Exercise 2: Pooling 

Figure 2: Demo of Pooling

In the given file directory …\pooling_operation_exercise, you are required to read and understand the code.m file, calculate the pooling results of cat_input.jpg using pooling method and visualize the results in MATLAB.

Using the two pooling methods, calculate the pooling results and check the outputs after visualization.