Face Allignment: Deep multi-task learning - WebSystemer.no

If you're already familiar with deep learning, by this time, you got that this is a multi-output problem because we're trying to solve this mutiple tasks at the same time. As we're going to use keras for implementation, a multi-output model can be implemented through Functional API, and not sequential API. As per the data, we've 5 tasks at the hand, out of which face alignment is the main one. So, we're going to train the model for these 5 tasks together using a multi-output model. We will train the main task(face alignment) with different auxiliary tasks to evaluate the effectiveness of deep multi-task learning.