Tag: personalized object localization
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MIT researchers teach AI to locate personalized objects in scenes
Overview: Beyond general recognition Vision-language models (VLMs) blend visual understanding with language processing, enabling them to recognize broad categories like “dog” or “car.” But users increasingly want these systems to locate a specific, personalized object—think your French bulldog Bowser or a child’s backpack—across different moments in time. A team from MIT and the MIT-IBM Watson…
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How MIT’s New Method Teaches AI to Find Personalized Objects in Video Context
Overview: Teaching AI to Localize Personalized Objects Vision-language models (VLMs) like GPT-5 have made strides in recognizing general objects in complex scenes. However, researchers at MIT and the MIT-IBM Watson AI Lab identified a critical gap: these models struggle to locate personalized objects across time and varied contexts, such as a specific pet or a…