GitHub - YuxiaoLiu/deep_learning_human_activity_recognition: Human activity recognition using deep learning neural networks.

deep_learning_human_activity_recognition

This is a research project in TalkingData. The description of each file is as follows:

CNN_keras_acurrate_edition：Using the CNN network to forcast the UCI_HAR dataset with high accuracy.

CNN_keras_fast_edition：Using the CNN network to forcast the UCI_HAR dataset with fast training speed.

Download_data：Download the UCI_HAR dataset.

Using the LSTM network to forcast the UCI_HAR dataset:

LSTM_keras-Deeper

LSTM_keras-oneLSTM

LSTM_keras-twoLSTM

LSTM_keras-wider

LSTM_keras-wider-deeper

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
.gitattributes		.gitattributes
.gitignore		.gitignore
CNN_keras_acurrate_edition.ipynb		CNN_keras_acurrate_edition.ipynb
CNN_keras_fast_edition.ipynb		CNN_keras_fast_edition.ipynb
Download_data.ipynb		Download_data.ipynb
LSTM_keras-Deeper.ipynb		LSTM_keras-Deeper.ipynb
LSTM_keras-oneLSTM.ipynb		LSTM_keras-oneLSTM.ipynb
LSTM_keras-twoLSTM.ipynb		LSTM_keras-twoLSTM.ipynb
LSTM_keras-wider-deeper.ipynb		LSTM_keras-wider-deeper.ipynb
LSTM_keras-wider.ipynb		LSTM_keras-wider.ipynb
README.md		README.md