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opendiffusionai/laion2b-45ish-1120px

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Hugging Face2025-03-05 更新2025-04-12 收录
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https://hf-mirror.com/datasets/opendiffusionai/laion2b-45ish-1120px
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资源简介:
这是一个从LAION2B-en-aesthetic数据集中选取的子集,基于宽高比和更好的标题进行选择。这是一个通用案例数据集,大约只有30%的图片包含人类。此外,所有非真实图像都被过滤掉了,目的是创建一个“现实世界”的数据集。数据集中的图像数量大约为80k,磁盘上的大小约为45G。这个数据集不是由人工单独过滤的,只是批量筛选。数据集中包含了两种自动生成的标题风格:moondream和wd14。使用了这两种风格来过滤带水印的图片,并使用moondream模型为每张图片添加了AI生成的标题。

This is a subset of the https://huggingface.co/datasets/laion/laion2B-en-aesthetic dataset, selected based on aspect ratio and better captioning. It is a GENERAL CASE dataset with approximately only 30% of images containing humans. All non-realistic images have been filtered out, aiming to create a real world dataset. The dataset contains around 80k images, with an on-disk size of about 45G. The dataset is not individually human filtered but batch culled. It includes TWO auto-generated captioning styles: moondream and wd14. These styles were used to filter out watermarked images, and the moondream model was used to add AI-generated captioning for each image.
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