We are creating a machine learning project using embedded system there we are making Facial Emotion Recognition System using machine learning. So, at first we had created the dataset of the different emotion of happy, sad, angry, scared then we created the numpy file for testing accuracy through CNN(Convolutional Neural Network) and the accuracy came 98.99%. Then we are trying to embedded the machine learning module in some sort of the hardware as like as mobile or, raspberry pi, for that we need to make the API of the module from the machine learning module?