It’s perfectly safe to walk around Delhi in daylight hours, though it’s recommended to cover up (ie: ankle length attire) especially for women, to avoid unwanted stares and to respect the customs. At night, it’s best to walk in pairs or in groups. That being said, Delhi has a population of 12 million, therefore it will have a level of crime that goes with a city of such a size.