基于CNN面部表情和情绪检测的音乐推荐

Ganne Vaishnavi, R. Sumathi, Karnatakam Anvitha, Dhathri Bathineed, Balabhadra Nikhitha, K. Vanaja
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引用次数: 0

摘要

音乐被认为是一种全球语言。它可以连接世界各地的人们。音乐有很大的能力唤起人们不同的情感。音乐对我们的情绪有很大的影响。它也是调节情绪的一种手段。在该系统中,音乐播放列表是通过检测情绪来创建的。用户的情绪是通过人们的面部表情来检测的。面部表情可以被系统的摄像头检测到。卷积神经网络用于情绪检测。Pygame和Tinker用于音乐推荐。对输入图像进行特征提取,以检测快乐、悲伤、寒冷等情绪。音乐播放列表是根据我们的心情创建的
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Music Recommendation Based on Facial Expressions and Mood Detection using CNN
Music is considered as global language. That can connect the people in all over the world. Music has the great ability to evoke different emotions in people. Music has great impact on our emotions. It is also a means of mood regulation. In the proposed system, music playlist is created by detecting emotions. A user’s emotion is detected by people facial expressions. The facial expressions can be detected lively by system’s camera. The convolutional Neural Network is used for emotion detection. Pygame and Tinker are used for music recommendation. Feature extraction is performed on input images to detect emotions such as happy, sad, chill. A music playlist is created based on our mood
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