Enhancing technical drawing analysis with semantic segmentation and OCR technologies

This project aims to enhance the work with technical drawings in manufacturing is done by using advanced computer techniques to automatically identify and read text within these drawings. This means turning detailed plans and sketches into digital data quickly and accurately, without manual input. For the partner organization, this innovation promises to greatly speed up the review and use of these essential documents, reducing errors and improving efficiency. By automating this process, significant time and cost savings are anticipated, allowing for faster decision-making and a smoother workflow. This project can potentially improve how drawings are handled and could set a new standard for precision and efficiency in the manufacturing industry.

Faculty Supervisor:

Yaoyao Fiona Zhao

Student:

Partner:

Axya Inc.

Discipline:

Computer science

Sector:

Information and cultural industries; Professional, scientific and technical services

University:

McGill University

Program: