高级深度学习技术在人脸检测和年龄估计中的应用

Rawan A. AlQadi, M. Batouche
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引用次数: 0

摘要

近年来,基于人工智能的算法已被用于解决一系列以前难以解决的问题。来自大群体的人脸检测和识别,以及来自描述的特征识别,是图像处理和现代人工智能可以解决的两个最重要的安全问题。在这项研究中,我们使用深度学习来分析面部图像来检测人脸和估计年龄。该方法被用在了沙特国王阿卜杜拉·本·阿卜杜勒阿齐兹的照片上,以确定他的脸并估计他的年龄。为此,我们依靠DELWO和MTCNN等强大的深度学习模型来执行识别人脸和确定年龄等任务。研究结果非常鼓舞人心,充满希望。实验结果表明,该方法具有良好的人脸识别准确率(98.50%)和年龄估计准确率(82%)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of Advanced Deep Learning Techniques for Face Detection and Age Estimation
In recent years, AI-based algorithms have been used to solve a wide range of previously intractable issues. Face detection and recognition from large groups, as well as feature identification from a description, are two of the most important security issues that can be addressed with image processing and modern AI. In this research, we use deep learning to analyze facial images to detect faces and estimate ages. The proposed method was used on photos of King Abdullah bin Abdulaziz AL Saud to determine his face and approximate his age. For this purpose, we relied on powerful deep learning models like DELWO and MTCNN to perform tasks like identifying faces and determining how old they are. The findings are very encouraging and promising. The experimental results have shown that the proposed method has good accuracy for face recognition (98.50%) and age estimation (82%).
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