Z-ENG Few-Shot Object Detection for video content
The aim of the project is the analysis of traditional broadcast content publicly available in Hungary. Broadcast means television and radio broadcasting. The analysis is carried out in several modalities, such as audio processing, video processing, language processing.
In the case of video processing, the task is to identify the age classification markers and the identification of product placements in the TV programs. The disadvantage of traditional object detection algorithms is that a larger amount of training samples is needed for the algorithms to deliver the appropriate performance. The Few-Shot approach refers to those techniques that provide the required performance even with a smaller amount of training samples.
The student performs the analysis and possible further development of the algorithms found in the field.