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Abstract: Recently, the accuracy of image-text matching has been greatly improved by multimodal pretrained models, all of which use millions or billions of paired images and texts for supervised model ...

New Year update for OpenCV 4.x has been released. CVBenchmark An unbiased CPU benchmark by OpenCV (https://github.com/opencv/cvbenchmark) that provides an evaluation ...

Abstract: In recent years, there have been notable advancements in text-to-image generation facilitated by artificial intelligence (AI) technology. Text-to-image generation requires higher-level ...

* Equal contribution. † Co-corresponding author. Each image is paired with one or more text instances with polygon-level annotations. The dataset follows a consistent annotation format, detailed in ...