HyperExtended LightFace: A Facial Attribute Analysis Framework
HyperExtended LightFace: A Facial Attribute Analysis Framework
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HyperExtended LightFace：面部属性分析框架
DOI：
10.1109/iceet53442.2021.9659697
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发表时间：
2021
期刊：
影响因子：
--
通讯作者：
A. Ozpinar
中科院分区：
文献类型：
--
作者：
Sefik Ilkin Serengil;A. Ozpinar
面部图像的面部属性分析一直是一项具有挑战性的任务。它的实际用例非常不同。本文提到了如何利用面部图像数据构建年龄、性别、面部表情和种族/民族预测任务的机器学习模型。还开发并发布了具有这些功能的完全编码的开源软件框架。
Facial attribute analysis from facial images has always been a challenging task. Its practical use cases are very different. This paper mentioned how to build machine learning models with facial image data for age, gender, facial expression, and race/ethnicity prediction tasks. A fully coded open-source software framework was also developed and published with those functionalities.