In this paper, we propose BLIP, a new VLP framework which transfers flexibly to both vision-language understanding and generation tasks. BLIP effectively utilizes the noisy web data by …

Announcement: BLIP is now officially integrated into LAVIS - a one-stop library for language-and-vision research and applications! This is the PyTorch code of the BLIP paper [blog]. The code …

2023年12月25日 · blip是一种基于vlp的新框架，统一并灵活地应用于视觉-语言理解任务和生成任务。blip通过引导生成图像描述来有效利用噪声网络数据，从而在多个下游任务上取得了最先 …

2022年1月28日 · In this paper, we propose BLIP, a new VLP framework which transfers flexibly to both vision-language understanding and generation tasks. BLIP effectively utilizes the noisy …

In this paper, we propose BLIP, a new VLP framework which transfers flexibly to both vision-language understanding and generation tasks. BLIP effectively utilizes the noisy web data by …

BLIP (Bootstrapping Language-Image Pretraining)是 salesforce 在2022年提出的多模态框架，是理解和生成的统一，引入了跨模态的编码器和解码器，实现了跨模态信息流动，在多项视觉和 …

BLIP-2, OPT-2.7b, pre-trained only BLIP-2 model, leveraging OPT-2.7b (a large language model with 2.7 billion parameters). It was introduced in the paper BLIP-2: Bootstrapping Language …

BLIP 的模型结构看上图，会涉及4个结构（Image-grounded Text Decoder 、 Image-grounded Text Encoder 、Image-grounded Text Decoder）和3种损失（ITC 、 ITM 、LM）。 Image …

2023年6月4日 · 本文为《深入浅出多模态》系列多模态经典模型blip，首先从整体介绍多模态模型发展，对其中经典blip模型进行详述，从具体论文、数据集、代码、模型结构、结果等角度分 …

2023年1月30日 · This paper proposes BLIP-2, a generic and efficient pre-training strategy that bootstraps vision-language pre-training from off-the-shelf frozen pre-trained image encoders …