Enhanced Symbol Recognition Based on Data Augmentation in Engineering Drawings

Recognizing symbols has received research interest for image analytics of engineering diagrams recently to improve identification and retrieval of specific symbols. Convolutional Neural Network (CNN) have become a more popular approach for symbol recognition compared to structural, syntactic, and statistical techniques