With our plans for the prototype inspection day completed last week, the team worked on preparing the material needed to present for the upcoming day. The team was able to train the model over 30 epochs for 5 different plugs and a script was created for the presentation that uses the model to predict the class for a single frame captured from a live video feed. The graph pictured above is from the same model that we will be using for prototype inspection day and can be considered a sneak peek at what will be presented!

Besides the prototype the team has identified different areas that still need to be worked on before we can really go full force into testing different models to use for the vision system. Additional data needs to collected and sampled for some of the plugs that have lower pin counts. Different metrics are being researched to see what is the best way to view the results for each test.