We are SwEng Group 20 -> a group of 11 college students in Trinity College Dublin taking part in a software engineering project to construct a competitor matching machine learning system. We are partnered with Integral Ad Science who provide mentorship for us along this process through two of their engineers -> Ravi Yadav and Paulo da Costa.

Our system allows a user to identify sportswear brands through identification of their logo. We use an object recognition model, YOLOv7, a residual network model ResNet50 and an approximate nearest neighbour search tree supported by FAISS to provide this functionality.

You can find our system overview diagram here or download it at this link.

Our project is broken up into two repositories. You can find more details about our front end and our back end in their respective repositories.