I have a project where I need to analyze a PCB and find wrong polarities of basic components like IC’s, capacitors etc. I wanted to do this by cross-referencing the PCB photo with its electrical diagram.

I have thought of some solutions such as BF matching or simple template matching and I tested them, but I was wondering if it could be done with TensorFlow since it can be more precise. I haven’t really found anything related to this topic and I wanted to ask if anyone has any ideas. Thank you.