... G have a significant difference between them. When I input these in two both of the networks, I will be able to add noise in various places and this will therefore allow me to test both of my networks more efficiently. As for the digits I decided to choose 1 and 2 this was also due to the fact that I could add more noise to both of these characters. When both of these digits are put through the networks they will give out interesting data since when noise is added they will change slightly but still look like the character and this will allow me to assess both networks performance effectively. All of these characters will be represented on a 5 x 5 grid; they will all be capital letters and be displayed on this 5 x 5 grid, the same way they are on a keyboard. Where a pixel ...

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