Docker – MechLab Engineering

How to use Gitlab Branches and Tags as Version inside Docker

One charming way of versioning a software is to use the GitLab CI/CD and deploy with Tags. Feature Branches will be merged in Development and a version is then merged to Master. These versions may then be tagged with a version number. If the App will be deployed with Docker, a nice feature would be to have the actual build version number or tag as a variable inside this container to show in the app (e.g. that a customer or partner can see which version is running). There might be other solutions, but we found the following very handy. […]

Deploy your Machine Learning Model as REST-API in Less than 1 hour with Scikit-Learn and Docker

While working on our research project CartoX², we had to deploy a Machine Learning model for prediction of the received signal strength with V-2-X communication ITS-G5 (German name: WLANp). We will use a very simple and easy to understand linear prediction model and serve an API via a Docker container. Up in running in less than 1 hour! […]