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Thank you for your help. I think this was a power issue - that the program required a lot of stable energy supply for the Raspberry Pi to be run. I reinstalled everything on the Raspberry Pi and chose a charger with a higher output: 2.4 Ampere instead of 1 Ampere. Now it is not crashing :)