HUBII is a platform which allows everybody to access and experience biosignal data in an open and transparent form.
It provides pipelines for biosignal processing, modeling and training of machine learning models, and consumption of predictions based on biosignals.
HUBII shall serve all researchers, developers, and end-users who are interested to access the value of biosignals.
With HUBII we want to enable researchers, developers, and end-users to have access to human biosignals, experience it, and derive value from it in an open and transferable fashion.
Our Mission is to build an ecosystem where researchers, developers, and end-users can find and simultaneously provide easy-to-use tools and pipelines to leverage and experience biosignal data.
On HUBII, researchers, developers, and end-users can upload and use biosignal processing, modeling, and consumption pipelines. A pipeline is an API which takes biosignal data of modalities such as the heart rate or from eye-tracking as input and processes this information.
In total, HUBII has three building blocks on which pipelines are hosted with three functions:
Important to say, pipelines may extend beyond one biosignal and can also include multiple biosignals for processing, modeling, or prediction. For example, emotions can be predicted following a multimodal approach based on a fusion of ECG, acceleration, and EDA biosignals.
Below you find a schematic architecture of the HUBII platform:
HUBII wants to enable the access to biosignal data and intelligence. It embraces the following key values:
HUBII wants to be completely open. It allows all users to publish and experience the pipeline of others to create a community.
HUBII wants to be completely transparent. All pipelines are transparent, which allows to understand their behavior.
HUBII wants to allow easy access to biosignal information even if the user is not an expert.
To use HUBII and its pipelines, you have to take the following steps:
HUBII shall be a community project in which everybody is welcome to support and participate. We want that everybody can contribute to HUBII with pipelines, feedback, or all sorts of support.
If you want to be a part of the community come on the MAILING LIST!
Therefore, please leave a message!
Do you want to contribute with a pipeline?
We are currently setting up the environment to easily upload pipelines. In the meantime, please send us a mail via the contact formular if you want to get involved and we will contact you!
Biosignals are all kind of information which is sent out by the human body. They are autonomous signals produced by the living organism, energetically, measurable in physical quantities using sensors. Biosignals are based on chemical and physical actions of the human body and serve to control, regulate and transfer information in the human organism.
HUBII’s users are all individuals that want to leverage and experience human biosignals and get a better understanding, analyze them, or build adaptive systems based on it.
These can be empirical researchers, design-oriented developers, or end-users who would like to create biosignal-based prototypes, for example for wearables.
HUBII hosts pipelines for processing of biosignals, for modeling of ML models based on biosignal features and labels, or for prediction of human states or traits based on biosignals.
For the usage, you have to select a building block and a pipeline and then access the endpoint of the pipeline which is presented on the documentation page.
HUBII is dependent on the community of interested individuals to contribute and participate in HUBII. It shall be a community platform where users can upload pipelines and others can use these pipelines.
To contribute a pipeline we will provide a mechanism soon. In the meantime please contact us and we will provide a manual way with our support to upload a pipeline.
