Need help with HandGestureClassify?
Click the “chat” button below for chat support from the developer who created it, or find similar developers for support.

About the developer

yyyerica
161 Stars 60 Forks 7 Commits 4 Opened issues

Description

基于tensorflow的手势识别和分类代码

Services available

!
?

Need anything else?

Contributors list

# 336,084
Python
6 commits

HandGestureClassify

基于tensorflow的手势识别和分类

博文地址:https://blog.csdn.net/yyyerica/article/details/80151473

原手部检测代码源自: https://github.com/timctho/convolutional-pose-machines-tensorflow

分类代码参考: https://blog.csdn.net/Enchanted_ZhouH/article/details/74116823

使用说明:

1.手势识别

运行 rundemohandwithtracker.py 进行实时手势识别

修改 config.py 中的 DEMO_TYPE 可更改输出的图像类型

将 rundemohandwithtracker.py 中的 cv2.imwrite('./storePic/11'+str(i)+'.jpg', localimg.astype(np.uint8),[int(cv2.IMWRITEJPEG_QUALITY), 90]) 语句解除注释可以保存图片到项目目录下,可以自行修改存储目录

2.手势图像分类

classmain.py 代码用于训练分类

用于训练的手势数据集存于 classify -- handGesturePic 中,需要自行运行rundemohandwithtracker.py保存图片作为训练集

训练好的模型存在 classify--modelSave 中

调用 useClassifyModel.py 进行分类结果验证

其中,手部检测的模型请到https://github.com/timctho/convolutional-pose-machines-tensorflow 下载(tf版本)

手势图像分类的模型参数请自行训练classmain.py保存

We use cookies. If you continue to browse the site, you agree to the use of cookies. For more information on our use of cookies please see our Privacy Policy.