Data engineering translate an image format to a parametrized format (Part 2)
The goal of DesignBot is to provide industrial designers with variations of their product design ideas. In such, we want to use the SVG image format as the base input to our AI and ML algorithms, since this format already standardized and widely used by designers. We would like to collaborate with students to construct an algorithm that can read the SVG file format and serialize it into programmatic structures which could be fed to AI and ML algorithms and allows them to modify an image by modifying parameters. We would like a group of students to analyze the SVG format, and adapt it to apply AI, ML and data modelling techniques. This will involve: Working 10-15 hours per week. Show you progress in a weekly meeting. Learn what the SVG format is Look and test SVG libraries in C\C++ Develop structures that would serve as input to AI/ML algorithms. Although the SVG library is in C/C++, the adapted format can be sent to AI/ML algorithms that are usually more in Python and other languages.