pyomyo
brainflow
pyomyo | brainflow | |
---|---|---|
7 | 13 | |
126 | 1,205 | |
- | 1.7% | |
0.0 | 8.1 | |
5 months ago | 3 days ago | |
Python | C++ | |
MIT License | MIT License |
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.
pyomyo
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My Idea for solving Omni-Directional Treadmills
They make devices that do this sort of thing. This project might be worth looking at if you get your hands on the hardware.
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Python program hands when working with Myo armband and Servos
For context on the project, I am trying to control some servos using the Myo Armband. I am using PerlinWarp's PyoMyo library to interact with the armband (Github here: https://github.com/PerlinWarp/pyomyo).
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EMG Finger Tracking with SteamVR
I've made a getting started tutorial here which covers the basics, for finger tracking I've made 2 libraries. I recommend starting with predictor_basic in NeuroGloves which is here. For more info or help join the Discord.
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Neural finger tracking with SteamVR
I'm slowly cleaning up and open sourcing the project, starting with the driver, pyomyo which everything builds upon, that's available here, which includes an example of using it to play Breakout.
I'm using EMG for this with the Thalmic Labs Myo, I had to make a new library for this device which I've open sourced here.
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PyoMyo - Python Opensource Myo library
Cross platform and multithreaded and works without the Myo SDK. GitHub link
brainflow
- Code recommendations for the MUSE 2 using Python
- Want to know how to Get Started with BCI
- Show HN: BrainFlow the library to work with biosensors and neurointerfaces
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100k downloads from PyPI for my home project BrainFlow
The home project I've been working on for 4 years (https://github.com/brainflow-dev/brainflow) has been downloaded 100k times from PyPI. It's a library to work with wearable devices, with primary focus on EEG.
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SimpleBLE - Cross-platform BLE library for Windows, Linux and MacOS/iOS
About my current user base, I'd like to highlight we use SimpleBLE at my job, it has been integrated into BrainFlow, it is part of some new tools made by a large industrial automation company (whose name I cannot mention but rhymes with "Good product made by bees") and by a robot researcher in Germany.
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Develop apps with biosensors and neurointerfaces
BrainFlow provides a uniform SDK to work with biosensors with a primary focus on neurointerfaces. It provides SDK for Python, Java, C#, C++, Matlab, R, Julia and Rust. Core part of BrainFlow is written in C\C++ and all bindings call methods from dynamic library. User API is uniform for all supported devices and allows you to develop device agnostic applications.
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A real brain-computer interface mod for Skyrim VR
I made a mod for Skyrim VR that brings your mental focus level (as determined by a Muse 2 meditation EEG device and the processing of https://brainflow.org) into Skyrim and scales your ingame magic power by your actual mental power. So you now actually need to learn to channel your inner strength if you want to be a successful mage! This is Real Virtual Magic!
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A real brain-computer interface mod for Skyrim VR!
I can get the complete EEG reading of four channels plus the gyro sensors and in the future also the heart rate. What I do with it is a different question :D I process the data myself, locally, using the brainflow.org library. So I do create a non-binary value at the moment
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Truly next level s**t here
Sure! I use brainflow.org to collect the data from the muse and at the moment I just do a super simple spectral analysis and use the average alpha/theta ratio to determine brain power. This will definitely not stay. I am already experimenting with different ratios and I will probably implement a classifier that allows a more sophisticated classification later down the road. I will also augment it with the gyro sensor and the heart rate monitor that is integrated in the Muse. Ultimately, I will make it compatible with the OpenBCI Galea device. Join the discord to stay in touch!
What are some alternatives?
nn_vis - A project for processing neural networks and rendering to gain insights on the architecture and parameters of a model through a decluttered representation.
BioAmp-EXG-Pill - BioAmp EXG Pill is a small and elegant Analog Front End (AFE) board for BioPotential signal acquisition.
opengloves-driver - An OpenVR Driver for VR Gloves
NeuroGloves - Using the Myo to play VR games using SteamVR
large-lightfields-dataset - A Synthetic Immersive Large-Volume Plenoptic Dataset
audiowmark - Audio Watermarking
ironbci - Open-Source Brain-Computer Interface, ADS1299 and STM32
gnss-sdr - GNSS-SDR, an open-source software-defined GNSS receiver
Kilosort - Fast spike sorting with drift correction for up to a thousand channels
3.eeg_recognation - Machine learning for Anonymous detection of an alcoholic by EEG signals
SimpleDBus - A simple C++ wrapper around DBus with a commercial-friendly licence.
dcm2niix - dcm2nii DICOM to NIfTI converter: compiled versions available from NITRC