probably a CLIP. i've used it recently to build a search engine for google street view.

just create an embedding of your drawing, then an embedding of the actual suspect. and check the distance. if it's around 5-10 drawings you know are similar - then it's a match. if not then not. embedings of matched drawings can also be used to adjust how close the drawing has to be to the image.