Our goal is to automate all drone inspections. We focus on energy infrastructure as a critical infrastructure that requires frequent and regular inspections to check the technical condition and decide on possible service. We want to exclude the human role from the inspection process and the preparation of the report on the inspection results. These tasks will be performed by the drone autonomously. Hence, the role of a human being will come down only to indicating the object of inspection and launching the mission with one button.