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English(EN) LAION-BVD: A 10-Million-Hour Open Video Dataset for Multimodal Pre-training

发布新的千万小时级开放视频数据集，用于多模态AI训练

作者 PulseAugur 编辑部 · [2 个来源] ·

研究人员发布了LAION-BVD，一个包含1000万小时内容的新开源视频数据集，内容来源于8000万个下载的视频。该数据集专为多模态预训练设计，整合了视频、音频和图像模态。在LAION-BVD上训练的模型在多个基准测试中表现出竞争力，并且随着训练和模型规模的增加，性能有所提升。该数据集从提取的视频帧中获得的独特视觉分布也显示出在图像-文本检索任务中的潜力。 AI

影响 这个大规模、开放访问的视频数据集可以通过提供丰富的模型训练资源来加速多模态AI的研究和开发。

排序理由 该集群包含一篇详细介绍用于多模态预训练的新数据集的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 Hugging Face Daily Papers 阅读 →

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发布新的千万小时级开放视频数据集，用于多模态AI训练

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该集群包含一篇详细介绍用于多模态预训练的新数据集的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [2]

  1. arXiv cs.AI TIER_1 English(EN) · Andreas Hochlehnert, Marianna Nezhurina, Mehdi Cherti, Andrej Radonjic, Thadd\"aus Wiedemer, Christoph Schuhmann, Romain Beaumont, Wieland Brendel, Bernhard Sch\"olkopf, A. Sophia Koepke, Jenia Jitsev, Matthias Bethge ·

    LAION-BVD：一个用于多模态预训练的千万小时级开放视频数据集

    arXiv:2608.24845v1 Announce Type: cross Abstract: We present LAION-BVD, a large-scale open video dataset for multimodal learning, which contains 1.3B platform-specific video URLs collected from CommonCrawl. From these, we download 80M videos with a total duration of 10 million ho…

  2. Hugging Face Daily Papers TIER_1 English(EN) ·

    LAION-BVD：一个用于多模态预训练的千万小时开放视频数据集

    LAION-BVD is a large-scale open video dataset enabling multimodal pre-training across video, audio, and image modalities with synthetic captions and strong benchmark performance.

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