python人脸识别之表情识别项目相关源码FacialExpressionRecognition-master.zip

上传者: 25414997 | 上传时间: 2022-04-27 09:14:43 | 文件大小: 16.84MB | 文件类型: ZIP
python人脸识别之表情识别项目相关源码FacialExpressionRecognition-master.zip 简介 用Tensorflow2中的keras api实现整个系统。考虑到很多反映jupyter notebook写的train使用起来不太方便,这里改成了py脚本实现。 使用卷积神经网络构建整个系统,在尝试了Gabor、LBP等传统人脸特征提取方式基础上,深度模型效果显著。在FER2013、JAFFE和CK+三个表情识别数据集上进行模型评估。 环境部署 基于Python3和Keras2(TensorFlow后端),具体依赖安装如下(推荐使用conda虚拟环境)。 shell script git clone https://github.com/luanshiyinyang/FacialExpressionRecognition.git cd FacialExpressionRecognition conda create -n FER python=3.6 -y conda activate FER conda install cudatoolkit=1

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