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recognition_gender's Introduction

recognition_gender

从数据收集到，训练模型，全套流程。

需要安装numpy,sklearn,keras,opencv,tensorflow，如果你有好的gpu推荐安装tensorflow-gpu,速度比cpu快很多

1.如果你没有数据

执行image_spider.py 下载图片 代码来源 百度爬虫

2.从下载的人图中，获取脸部图片

执行get_face.py

3.进行训练

执行image_train.py

4.查看训练结果

执行 image_show.py

可能是训练数据样本集不多的原因，正确率不是很高，可通过增加样本集，增加训练次数来提高正确率

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