BUWLense – AI-Powered Image-to-Image Search - Einzelansicht

Image retrieval systems such as Google Lens have become indispensable for everyday tasks like traveling and shopping. In this project, students will investigate how a resource-efficient retrieval pipeline can be expanded and further refined. A significant emphasis will be placed on enhancing the current network's performance using the full suite of machine learning tools. Additionally, the project may delve into domain-specific retrieval tasks, fine-tune a newly developed loss function, employ various techniques for embedding dimensionality reduction, extend the existing dataset for efficient training, or design a user platform to leverage the existing retrieval pipeline.

Participants in the project must have completed the course "Deep Learning for Computer Vision."

M.Sc. Comptuer Science for Digital Media / Computer Science and Media (CS4DM)

M.Sc. Human-Computer Interaction (HCI)

M.Sc. Digital Engineering (DEM)

B.Sc. Medieninformatik / Informatik (MI)