(I also made a status report last week because I didn’t realize we didn’t need to write one last week. So to keep more up to date, also read that one from 3/20).
From last week, I trained a model that had a lot better accuracy with 73% test accuracy and 91% training accuracy. This was the model I ended up demo-ing on Wednesday to Professor Kim. I then started researching into how to import this model into c++ so I can integrate it into Sebastien’s pipeline and found several different libraries people have implemented (keras2cpp, frugallydeep). I was able to export the file properly with the scripts that were provided, but I was not yet able to figure out how exactly to format the webcam image input in C++ to a format that is accepted by the libraries. I will strive to have that figured out by Wednesday and have my model fully integrated into the pipeline.