Παρουσίαση/Προβολή

(DI604) -  Yannis Avrithis, Bill Psomas

Περιγραφή Μαθήματος

This course studies learning visual representations for common computer vision tasks including matching, retrieval, classification, and object detection. The course discusses well-known methods from low-level description to intermediate representation, and their dependence on the end task. It then studies a data-driven approach where the entire pipeline is optimized jointly in a supervised fashion, according to a task-dependent objective. Deep learning models are studied in detail and interpreted in connection to conventional models.

Ημερομηνία δημιουργίας

Δευτέρα 28 Μαρτίου 2022