avenix / ARC-Tutorial
Tutorial on Activity Recognition Chain for Wearable Devices
☆9Updated 5 years ago
Alternatives and similar repositories for ARC-Tutorial:
Users that are interested in ARC-Tutorial are comparing it to the libraries listed below
- Deep Convolutional Bidirectional LSTM for Complex Activity Recognition with Missing Data. Human Activity Recognition Challenge. Springer …☆22Updated 3 years ago
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆24Updated 2 years ago
- Representation Learning with Deconvolutional Networks for Multivariate Time Series☆12Updated 8 years ago
- Classifying Heartbeat Arrhythmia using novel features (Auto-regressive coefficients & RR inter-beat distance)☆30Updated 4 years ago
- Demo notebook for Parkinson's Pose Estimation Dataset☆20Updated 6 years ago
- Generating time series from a range of dynamical systems☆17Updated 2 years ago
- Calculates time and frequency domain heart rate variability metrics (validated in Kubios) from RR interval (ECG) or IBI (PPG).☆23Updated 4 years ago
- Entropy and ShaPe awaRe timE-Series SegmentatiOn forprocessing heterogeneous sensor data☆26Updated 2 years ago
- Python implementation of AutoPlait (SIGMOD'14) without smoothing algorithm. NOTE: This repository is for my personal use.☆32Updated 3 years ago
- Python implementations of machine learning algorithms for motion artifact detection in electrodermal activity (EDA) data☆17Updated 7 years ago
- Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propag…☆10Updated 2 years ago
- Contrastive Learning (SimCLR) for Human Activity Recognition☆73Updated 3 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆45Updated 4 years ago
- Motion Compensated Pulse Rate Estimation from PPG and Accelerometer Sensor Data☆17Updated 4 years ago
- ☆14Updated last year
- Multivariate Dictionary Learning Algorithm☆23Updated last year
- Multi channel deep convolutional neural network for time series classification☆54Updated 8 years ago
- Encoding human activity by considering salient sensors and time points.☆40Updated last year
- deadskull7 / Human-Activity-Recognition-with-Neural-Network-using-Gyroscopic-and-Accelerometer-variablesThe VALIDATION ACCURACY is BEST on KAGGLE. Artificial Neural Network with a validation accuracy of 97.98 % and a precision of 95% was ach…☆85Updated 6 years ago
- mhealthx is a software pipeline that automates feature extraction from mobile health data saved as a Synapse project (synapse.org).☆13Updated 7 years ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆46Updated 3 years ago
- LSTM-CNN model for Human Activity Recognition☆23Updated 6 years ago
- ☆12Updated 3 years ago
- A GP-GPU/CPU Dynamic Time Warping (DTW) implementation for the analysis of Multivariate Time Series (MTS).☆45Updated 5 years ago
- AROMA: A Deep Multi-Task Learning Based Simple and Complex Human Activity Recognition Method Using Wearable Sensors☆28Updated 6 years ago
- "Personalised Short-Term Glucose Prediction via Recurrent Self-Attention Network" in CBMS 2021☆11Updated 2 years ago
- Simple 1D CNN approach to human-activity-recognition (HAR) in PyTorch.☆56Updated 5 years ago
- Behaviour detection in wearable movement sensor data☆11Updated 5 years ago
- RandomWarpingSeries (RWS) is a simple code for generating the vector representation of time-series for time-series classification, cluste…☆20Updated 6 years ago
- Scientific software written in Python 3 for the creation of Recurrence Plot (RP), Cross Recurrence Plot (CRP), and Joint Recurrence Plot …☆25Updated 3 years ago