A 22-year-old woman is in serious condition after being found with a shot wound to the leg and facial injuries at a house behind a Northcote, Melbourne fruit shop Friday.

A man later walked into a police station and gave himself up. He's been arrested but not charged. Police say it's crucial they speak to the victim as there are no witnesses.