Text font similarity model

Hi, I want to make text font similarity model using deep learning, in order to find out different text fonts. The input will be two text images with different or same font(Of course the text image will have some noise.). If they have same font, the output will be 1, and otherwise it will be 0. You can change the output if you want, I just want to distinguish different text font.