At Multi-rotor research, we strive to achieve fully autonomous flight through a diverse set of scenarios using a new innovative approach called End-2-End navigation. Instead of the competition that is separating tasks of autonomous flight into separate hand-coded subsystems. We use one single Artificial Intelligence model which can directly correlate image data to flight controls. As a result, the system is more coherent and flexible in finding solutions in the most complex scenarios.