Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
data		data
fig_model		fig_model
image		image
model		model
README.md		README.md
data_collector.py		data_collector.py
fig_model.py		fig_model.py
gui.py		gui.py
video_model.py		video_model.py

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hand_gesture_recognition

Fig1.主界面

Fig2.图片模型训练结果

验证集准确率为92%

识别流程：

OpenCV读取视频，用OpenPose提取手部的关键点，然后输入到全连接网络识别，识别结果可用于控制播放器

Fig3.OpenPose关键点图

Fig4.上

Fig5.下

Fig6.左

Fig7.右

Fig7.张

Fig8.合

OpenPose手部模型下载：

hand/pose_iter_102000.caffemodel

hand/pose_deploy.prototxt

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手势识别

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