Fig. 4.

Flowchart of our proposed facial photograph diagnosis system: the upper figures showed processing of the facial photograph: the first step is to detect faces from the original images, and then extract and localize the features, and the last step is to frontalize faces to improve the accuracy of acromegaly diagnosis; the below figures showed the overview of the inputs to machine learning methods.