Project Name	Stars	Most Recent Commit	Open Issues	License	Language
Motion Sense	189	3 years ago	2	mit	Jupyter Notebook
MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope) (PMC Journal) (IoTDI'19)
Har Keras Cnn	137	a year ago	2		Python
Jupyter Notebook for Human Activity Recognition (HAR) with 1D Convolutional Neural Network in Python and Keras
Deep Learning For Sensor Based Human Activity Recognition	52	6 years ago	1		Jupyter Notebook
Application of Deep Learning to Human Activity Recognition using accelerometer and gyroscope sensors data
Human Activity Recognition Using Recurrent Neural Nets Rnn Lstm And Tensorflow On Smartphones	46	7 years ago	1		Python
This was my Master's project where i was involved using a dataset from Wireless Sensor Data Mining Lab (WISDM) to build a machine learning model to predict basic human activities using a smartphone accelerometer, Using Tensorflow framework, recurrent neural nets and multiple stacks of Long-short-term memory units(LSTM) for building a deep network. After the model was trained, it was saved and exported to an android application and the predictions were made using the model and the interface to speak out the results using text-to-speech API.
Ssl Wearables	45	6 months ago	4	other	Jupyter Notebook
Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)
Intelligent Vehicle Perception Based On Inertial Sensing And Artificial Intelligence	18	3 years ago	n,ull	other
Intelligent Vehicle Perception Based on Inertial Sensing and Artificial Intelligence
Dana	16	3 years ago	2	mit	Jupyter Notebook
DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)
Activityrecognition	7	6 years ago			Jupyter Notebook
Activity recognition from the accelerometer reading of cell phones.
Asleep	5	6 months ago	9	other	Python
asleep: a sleep classifier for wearable sensor data using machine learning

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Motion Sense ⭐ 189

MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope) (PMC Journal) (IoTDI'19)

most recent commit 3 years ago

Har Keras Cnn ⭐ 137

Jupyter Notebook for Human Activity Recognition (HAR) with 1D Convolutional Neural Network in Python and Keras

most recent commit a year ago

Deep Learning For Sensor Based Human Activity Recognition ⭐ 52

Application of Deep Learning to Human Activity Recognition using accelerometer and gyroscope sensors data

most recent commit 6 years ago

Human Activity Recognition Using Recurrent Neural Nets Rnn Lstm And Tensorflow On Smartphones ⭐ 46

This was my Master's project where i was involved using a dataset from Wireless Sensor Data Mining Lab (WISDM) to build a machine learning model to predict basic human activities using a smartphone accelerometer, Using Tensorflow framework, recurrent neural nets and multiple stacks of Long-short-term memory units(LSTM) for building a deep network. After the model was trained, it was saved and exported to an android application and the predictions were made using the model and the interface to

most recent commit 7 years ago

Ssl Wearables ⭐ 45

Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)

most recent commit 6 months ago

Intelligent Vehicle Perception Based On Inertial Sensing And Artificial Intelligence ⭐ 18

Intelligent Vehicle Perception Based on Inertial Sensing and Artificial Intelligence

most recent commit 3 years ago

Dana ⭐ 16

DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)

most recent commit 3 years ago

Activityrecognition ⭐ 7

Activity recognition from the accelerometer reading of cell phones.

most recent commit 6 years ago

Asleep ⭐ 5

asleep: a sleep classifier for wearable sensor data using machine learning

most recent commit 6 months ago

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Alternative Project Comparisons

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Asleep vs Har Keras Cnn

Asleep vs Deep Learning For Sensor Based Human Activity Recognition

Asleep vs Human Activity Recognition Using Recurrent Neural Nets Rnn Lstm And Tensorflow On Smartphones

Asleep vs Ssl Wearables

Asleep vs Intelligent Vehicle Perception Based On Inertial Sensing And Artificial Intelligence

Asleep vs Dana

Asleep vs Activityrecognition

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