# emotion_classifier **Repository Path**: python-deathfans/emotion_classifier ## Basic Information - **Project Name**: emotion_classifier - **Description**: No description available - **Primary Language**: Unknown - **License**: Not specified - **Default Branch**: master - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 0 - **Forks**: 0 - **Created**: 2020-07-20 - **Last Updated**: 2020-12-19 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README # emotion_classifier emotion classifier based on kaggle fer2013 (更新:emotion_classifier_tensorflow_version中为使用tensorflow重构过的该表情识别系统) (csdn地址:https://blog.csdn.net/shillyshally/article/details/84934174 ) csdn地址:https://blog.csdn.net/shillyshally/article/details/80912854 基于Keras框架搭建并训练了卷积神经网络模型,用于人脸表情识别,训练集和测试集均采用kaggle的fer2013数据集 达到如下效果: ![image](https://github.com/shillyshallysxy/emotion_classifier/blob/master/pic/sample3.png) ![image](https://github.com/shillyshallysxy/emotion_classifier/blob/master/pic/sample2.png) ![image](https://github.com/shillyshallysxy/emotion_classifier/blob/master/pic/sample4.png) ![image](https://github.com/shillyshallysxy/emotion_classifier/blob/master/pic/sample5.png) ![image](https://github.com/shillyshallysxy/emotion_classifier/blob/master/pic/sample6.png) ![image](https://github.com/shillyshallysxy/emotion_classifier/blob/master/pic/sample1.png) 最后因为更换电脑(升级了1080ti)原模型丢失,随手用以上的文件重新训练了一个模型,没有做什么调整优化 以下是训练好的模型在test集上的混淆矩阵,以及在整个test上的准确度 ![image](https://github.com/shillyshallysxy/emotion_classifier/blob/master/pic/acc.png)