UFO: Unifying Visual Tasks With Breakthrough AI Model
UFO unifies 11 fine-grained perception tasks through language interfaces, outperforming specialized models & strong baselines by large margins. Built on a single ViT-H/14 vision encoder & Vicuna-7B language model.
This is a Plain English Papers summary of a research paper called Breakthrough AI Model Unifies Visual Tasks: Ask It Anything About Any Image. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview UFO unifies 11 fine-grained perception tasks through language interfaces Outperforms specialized models and strong baselines by large margins Built on a single ViT-H/14 vision encoder and Vicuna-7B language model Enables ad-hoc task specifications without model retraining Introduces new benchmarks for fine-grained visual perception Plai...