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Indian Masked Faces in the Wild (IMFW)

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arXiv2021-06-18 更新2024-06-21 收录
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http://www.iabrubric.org/resources/imfw.html
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资源简介:
Indian Masked Faces in the Wild (IMFW) 数据集由印度理工学院 Jodhpur 和 IIIT-Delhi 的研究人员创建,包含200个主题的744张图像,涵盖了不同姿态、光照、分辨率和口罩类型。数据集内容丰富,包括名人、社交媒体用户和普通人群的图像,以及各种口罩,如医用口罩、彩色口罩、N95口罩和打印口罩。创建过程中,图像在不受限制的环境中捕获,以模拟真实世界的多样性。该数据集主要应用于解决印度文化背景下由于佩戴口罩导致的面部识别问题,特别是在公共场所和工作中。

The Indian Masked Faces in the Wild (IMFW) dataset was developed by researchers from the Indian Institute of Technology Jodhpur and IIIT-Delhi. It comprises 744 images across 200 subjects, with variations in pose, illumination, resolution and mask types. The dataset includes diverse content, such as images of celebrities, social media users and members of the general public, along with various mask types including medical masks, colored masks, N95 masks and printed masks. During its development, all images were captured in unconstrained real-world environments to simulate real-world diversity. This dataset is primarily intended to address face recognition challenges caused by mask wearing in the Indian cultural context, especially in public places and workplaces.
提供机构:
印度理工学院 Jodhpur 和 IIIT-Delhi
创建时间:
2021-06-18
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