This week the team continued to work on completing the data set as the main focus. We are pleased with the progress made as we now have the initial set completed! What’s left of the process will be to continue to expand the data set but through data augmentation techniques. With the majority of the work being completed for the data collection, the focus for the team will now be to test different CNN parameters to see which one results in the best plug classification accuracy.

For the upcoming prototype inspection day, we have a general idea of what we want to show off and what kind of data we want to collect from this presentation. The goal will be to show the data flow from the frame capturing to the image classification. We are looking forward to making the first step in a functional design of the project and we hope that we will gain some positive feedback during prototype inspection day!