# 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)