CNN-LSTM-CNN+LSTM-for-HAR-on-WISDM-Dataset

CNN, LSTM, CNN+LSTM for human activity recongnition

compare the three methods for human activity recongnition on WISDM dataset(smartphone dataset)

WISDM Dataset(WISDM_ar_v1.1_raw.txt) is downloaded from http://www.cis.fordham.edu/wisdm/dataset.php

WISDM Dataset includes six activities:sitting, jogging, walking, downstairs, upstaires, standing

compare the three models' performance,as it is shown as following:

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
README.md		README.md
cnn2.py		cnn2.py
cnnlstm20.py		cnnlstm20.py
lstmw50.py		lstmw50.py
plotcnn.ipynb		plotcnn.ipynb
三种模型loss对比.png		三种模型loss对比.png
三种模型准确率对比.png		三种模型准确率对比.png