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基于sEMG和IMU的手语手势识别,包括数据采集、数据预处理(去噪、特征提取、分割)、神经网络构建、实时识别等。DeepSLR手语识别.zip (60个子文件)
DeepSLR-Sign-Language-Recognition-master
Neural Networks
MYO_RNN2s_v1-gyh模型和图文件
最终准确率.txt 564B
Model
model.ckpt.data-00000-of-00001 800KB
checkpoint 77B
model.ckpt.meta 14.59MB
model.ckpt.index 978B
MYO_RNN2s_v1-gyh.py 16KB
Model.rar 1.17MB
events.out.tfevents.1522241433.HP-HP 29.22MB
data
train
y_emg.txt 3KB
x_data
.DS_Store 6KB
emg
x_emg.txt 15.59MB
imu
x_imu.txt 14.7MB
y_imu.txt 3KB
test
y_emg.txt 3KB
x_data
.DS_Store 6KB
emg
x_emg.txt 15.59MB
imu
x_imu.txt 14.7MB
y_imu.txt 3KB
Model
model.ckpt.data-00000-of-00001 808KB
checkpoint 77B
model.ckpt.meta 12.39MB
model.ckpt.index 1011B
RNN
MYO_BRNN_v1.py 19KB
MYO_BRNN_v2.py 19KB
MYO_RNN2s_v1.py 16KB
MYO-RNN2S_v2-gyh.py 19KB
MYO_RNN3s.py 16KB
MYO_RNN2s_v2.py 16KB
CNN
myo-cnn.py 12KB
Data Preprocessing
WMA
WMA.m 601B
Wavelet Transform
lvbo.m 705B
MyoLeft-ztd-yuanding-30-emg-1519733905.csv 1.16MB
DataCollectionProgram
Single hand data collection
myo32.dll 856KB
hello-myo.exe 42KB
hello-myo.obj 318KB
hello-myo.pdb 1.03MB
Two-hand data collection
hello-myo-VisualStudio2012.sdf 7.88MB
hello-myo-VisualStudio2013.vcxproj 8KB
hello-myo-VisualStudio2013.sln 1KB
hello-myo-VisualStudio2012.vcxproj 8KB
x64
Debug
hello-myo-VisualStudio2013.log 866B
myo64.dll 1.09MB
vc120.pdb 580KB
hello-myo-VisualStudio2013.ilk 966KB
vc120.idb 947KB
hello-my.4F0E43A7.tlog
unsuccessfulbuild 0B
CL.write.1.tlog 1KB
hello-myo-VisualStudio2013.lastbuildstate 199B
link.command.1.tlog 1KB
link.read.1.tlog 1KB
cl.command.1.tlog 1KB
link.write.1.tlog 762B
CL.read.1.tlog 34KB
hello-myo-VisualStudio2013.pdb 1.21MB
hello-myo-VisualStudio2013.exe 198KB
hello-myo.cpp 14KB
hello-myo-VisualStudio2012.sln 1KB
hello-myo-VisualStudio2013.v12.suo 15KB
hello-myo-VisualStudio2013.sdf 31.63MB
基于sEMG和IMU的手语手势识别,包括数据收集、数据预处理(去噪、特征提取,分割)、神经网络搭建、实时识别等。_DeepSLR-Sign-Language-Recognition
项目内附说明
如果解压失败请用ara软件解压.txt 42B
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