The goal of this project is to develop a pattern recognition system to identify the digit being shown by a 5x7 dot matrix display. You may recall such displays are common in LED signboards and dot-‐matrix font was used for printing in some early printers. The 5x7 dot matrix patterns for digits 0-‐9 are shown below.
You will assume that the display is faulty and at random it switches a cell from black to yellow or vice a versa with probability of p (p<<1) thus generating some varia+ons in the display.
The tasks involved in this project are as follows:
5. Repeat Step Three using representations of Step 4.
Tabulate the performance using confusion matrices. Summarize your experience and other project details in the form of a final report.
You may want to repeat with two other values of p, 0.05 and 0.15, for Step 3. Tabulate the performance.
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