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infinite-dataset-hub/AsianFacesForBiasDetection

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Hugging Face2025-03-12 更新2025-04-12 收录
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https://hf-mirror.com/datasets/infinite-dataset-hub/AsianFacesForBiasDetection
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‘AsianFacesForBiasDetection’数据集是一个旨在识别和减少面部识别AI系统中偏见的人工智能生成数据集。它包含了代表各种亚洲种族的多样化人脸图像,用于训练模型识别亚洲面孔中的种族多样性。数据集包括年龄、性别和种族多样性等关键特征,这些特征对于在AI中促进公平性和多样性至关重要。图像根据初步研究中观察到的识别偏见程度进行标签分类。

The AsianFacesForBiasDetection dataset is an AI-generated dataset designed to identify and mitigate bias in facial recognition AI systems. It contains a diverse range of images representing various Asian ethnicities to train models to recognize and understand the ethnic diversity within Asian faces. The dataset includes features like age, gender, and ethnicity diversity, which are critical in promoting fairness and diversity in AI. The images are labeled according to the level of detection bias observed in preliminary studies.
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