“…characterized by low precision of isolation). To increase the efficiency of this procedure one can use semi-automatic semantic annotation tools 1,2,3,4 where some simplified and manually tuned approaches are already implemented to isolate specific objects. These semi-automatic tools work in the human-in-theloop (HITL) paradigm 5 , where each automatically annotated image is assessed by a human and if the annotation fails, the operator can tune the parameters of the annotation tool or correct the output manually.…”