Yes, you may press the "Restore Evolution" button (at the bottom of the screen) and then upload the pre-saved training checkpoints from here https://github.com/trekhleb/self-parking-car-evolution/tree/...
You may also press the "Restore Evolution" button and then press "Use demo checkpoint" to use some pre-trained data.