HFPC-44k
收藏arXiv2025-09-30 收录
下载链接：
https://github.com/created-Bi/background_inpainting_products_dataset
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资源简介：
该数据集名为HFPC-44k，包含44,244对原始产品图片与基于AI背景修复技术生成的图片。每对图片都附有生成时间、原始图片的URL、生成图片的URL以及人工标注的标签。此外，该数据集用于基于多模态特征训练奖励模型，并包含了一种针对图片数量较少类别的失衡处理方法。规模上，数据集包含44,244对图片。其任务是对AI生成图片中的背景适宜性和产品一致性进行评估。
The dataset named HFPC-44k contains 44,244 pairs of original product images and images generated by AI background restoration technology. Each image pair is accompanied by its generation timestamp, the URL of the original image, the URL of the generated image, and manually annotated labels. Furthermore, this dataset is designed for training reward models based on multimodal features, and includes an imbalance handling method for categories with a small number of images. The core task of this dataset is to evaluate the background suitability and product consistency of AI-generated images.
