NeuroKit
pyVHR
| NeuroKit | pyVHR | |
|---|---|---|
| 1 | 1 | |
| 1,386 | 416 | |
| 3.6% | 4.1% | |
| 9.2 | 4.6 | |
| 30 days ago | 13 days ago | |
| Python | HTML | |
| MIT License | GNU General Public License v3.0 only |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
NeuroKit
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Help in getting ECG waveforms or HR, HRV from PolarH10
I am aware of the official Polar support available here: https://github.com/polarofficial/polar-ble-sdk/issues. However, as it only provides support for Android and iOS, it doesn't fulfill my requirements. My task needs me to obtain these APIs on a Linux platform, as I intend to convert this data for use with the ROS publisher and subscriber later. I am also open to look for other feasible solution for Linux, and I'm open to exploring other reliable GitHub repositories that could help me capture ECG waveforms or directly obtain HR, HRV, and Respiration Rate values from the devices directly. I was hopeful about this one - https://github.com/neuropsychology/NeuroKit, but it turns out that it needs the ECG waveforms to be saved independently and later these signals would be processed offline. (Not real time). I also found this other repositories that I think would be useful but not too sure - https://github.com/kbre93/dont-hold-your-breath.
pyVHR
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[PROJECT]Heart Rate Detection using Eulerian Magnification
I'm glad it helps! Here's some repositories for anyone interested: Python (have never used it but according to a labmate it works "fine"): https://github.com/phuselab/pyVHR
What are some alternatives?
EEG-with-JetsonNano - Open-Source. With deep learning to neuroscience world with shield for jetson nano - JNEEG (In progress)
ML-For-Beginners - 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
BIOBSS - A package for processing signals recorded using wearable sensors, such as Electrocardiogram (ECG), Photoplethysmogram (PPG), Electrodermal activity (EDA) and 3-axis acceleration (ACC).
TensorFlow-Examples - TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
fooof - Parameterizing neural power spectra into periodic & aperiodic components.
PythonDataScienceHandbook - Python Data Science Handbook: full text in Jupyter Notebooks
Pathfinder - Search Strategy analysis and more for spatial navigation data in rodents
eulerian-remote-heartrate-detection - Remote heart rate detection through Eulerian magnification of face videos
polar-ble-sdk - Repository includes SDK and code examples. More info https://polar.com/en/developers
heartbeat - Desktop implementation of Remote Photoplethysmography – Measuring heart rate using facial video.
PulseSensorPlayground - A PulseSensor library (for Arduino) that collects our most popular projects in one place.
fastai - The fastai deep learning library