For this past week, I successfully fully integrated my ML model that I made with Python into c++. So now it is a part of the pipeline and returns the classification as a boolean. Additionally, I also print out the classification to stdout for demo purposes.<\/p>\n
To integrate, I had to create a different model, since it appears the Mat format in c++ had only 1 channel in grayscale. As a result, I changed around my python model a bit to have the input dimensions match with the c++ image dimensions, and the resulting one has 67% validation accuracy.<\/p>\n
Right now my part is demo-ready, and I will further work on improving the accuracy of the model in the upcoming weeks.<\/p>\n","protected":false},"excerpt":{"rendered":"
For this past week, I successfully fully integrated my ML model that I made with Python into c++. So now it is a part of the pipeline and returns the classification as a boolean. Additionally, I also print out the classification to stdout for demo purposes. To integrate, I had to create a different model, … <\/p>\n