Can Video Segmentation Be More Cost-Effective? Meet DEVA: A Decoupled Video Segmentation Approach that Saves on Annotations and Generalizes Across Tasks

Have you ever wondered how surveillance systems work and how we can identify individuals or vehicles using just videos? Or how is an orca identified using underwater documentaries? Or perhaps live sports analysis? All this is done via video segmentation. Video segmentation is the process of partitioning videos into multiple regions based on certain characteristics, […]

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