Hi Daniel, welcome :)
As you mentioned, I have started to develop an image labeling tool. I think some of the components can be resused, for example the "image-labels" component [1]. It is a component for selecting labels received from the backend (at the moment it is only mocked). You also can use the num-pad change labels, it's for the power users ;) You can have a view and we can discuss it if you have comments or questions. Johannes [1] https://github.com/apache/incubator-streampipes/tree/b2e92c667d77e7b7e724112463bb25141881ffd6/ui/src/app/core-ui/image/components/image-labels On 2020/03/24 10:54:12, Daniel Ebi <[email protected]> wrote: > Hey there, > my name is Daniel and I would like to contribute to Apache StreamPipes > project. Therefore I recently joined this dev mailing list. > > About me > I study Information Engineering and Management in the Master's program - with > focus on Machine Learning and Artificial Intelligence - at Karlsruhe > Institute of Technologie (KIT). Additionally, I work as a student assistant > at the FZI in Karlsruhe in order to gain some practical experience in > research. There I got in contact with StreamPipes and became interested in > the project. In the course of my studies I already gathered much experience > in the Machine Learning and Data Science domain. > > What are my current ideas for Apache StreamPipes? > Specifically, I would like to develop a labeling feature for Apache > StreamPipes that allows users to label time series data easily and > intuitively (like the image labeling tool of Johannes [1]). My idea is to > extend the line chart of the data explorer in such a way that one or more > labels can be added by simply marking the data points of interest. The > visualization of the data is thereby used as a basis for the labeling, and > the labelled data can be afterwards illustrated with colored overlays, too. > The long-term goal is to ensure that the data labelled in this way can be > used as a starting point for machine learning procedures. > > I will be very happy to hear about your suggestions about my plans. Thanks in > advance. > > Best regards, > Daniel Ebi > > ________________________________ > [1] > https://issues.apache.org/jira/projects/STREAMPIPES/issues/STREAMPIPES-78?filter=allopenissues > >
