In this section we provide all of the software tools that were created during the project. As our biosensor generates a visual output, one of the main challenges was to create algorithms that could read out and analyse the imaging data. Apart from developing image analysis software, also all of our hardware parts needed to be interfaced in a reasonable way. We decided to implement the software interface in ROS, which is one of the most popular robotics framework. Therefore, with our software tools, the biological sensor as well as all the needed components (camera, syringes, bubbling device, path planning algorithm, etc.) can be easily integrated into a robotics platform. All of the code can be also found on our GitHub repository