In this repo you can find the Python Notebook and a brief report written in Italian.
The task of the assignment is the design of a CNN architecture and its training overt the MNIST digits dataset.
After the classic preprossing operations, the Convolutional Neural Network has been designed with respect to the hard constraint of a maximum 7.5 k parameters. The CNN, its architecture and its performances have been widely discussed in the report.
