Bachelor Theses – OfferedAnalysis of Visual Foundation Models with Applications to Video Coding for Machines
Description Visual Foundation models (VFM), like DINOv3, V-JEPA,… are widely employed for diverse computer vision tasks. Unlike traditional computer vision pipelines, VFMs learn rich, transferable representations from vast amounts of data, enabling strong generalization across tasks with little to no finetuning. This research shall explore the usage of VFM models in machine-to-machine communication of visual […]Description Visual Foundation models (VFM), like DINOv3, V-JEPA,… are widely employed for diverse computer vision tasks. Unlike traditional computer vision pipelines, VFMs learn rich, transferable representations from vast amounts of data, enabling strong generalization across tasks with little to no finetuning. This research shall explore the usage of VFM models in machine-to-machine communication of visual […]
