Nowadays, object detection has to give the locations and their specific categories corresponding to different parametric definitions, such as the horizontal bounding box (HBB), oriented bounding box ...
medical-labelme is a graphical image annotation tool inspired by http://labelme.csail.mit.edu. It is written in Python and uses Qt for its graphical interface.