COMPUTER VISION AND NATURAL LANGUAGE PROCESSING IN MACHINE LEARNING

Computer vision (CV) and Natural Language Processing (NLP) are two main subfields of machine learning, and a lot of research is going on there. These two subfields overlap together in tasks such as text generation out of image (image2text) or vice-versa (text2image). A main challenge that is facing these models (and ML based models in general) is the explaination of the model's output, e.g.: why a certain object appears in a certain image captioning. The task of the student(s) is to get familiar with those tasks and try to reproduce available XAI (explainable AI) algorithms in order to utilize them later. Number of students: 1 - 2.

Kapcsolódó tárgyak:

• Info, BSc, Önálló laboratórium
• Önálló laboratórium
• Önálló laboratórium 1, Info, Msc,
• Önálló laboratórium 1 Villamosmérnök, MSc,