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This is among the outstanding computer science project Suggestions for beginners. The proposed project seeks to develop a method that could acknowledge symbols inserted via the user. This symbol recognition procedure leverages an image recognition algorithm to course of action photographs also to identify symbols. To start with, the technique converts RGB objects into grayscale photographs which can be then more transformed into black and white visuals.