Officials told the BBC there were concerns that the service would compromise the country's security.
Google Street View collects high definition images to give its users 360 degree views of streets, tourist spots, hills and rivers.
Google's data collection has caused concern in numerous countries.
The Press Trust of India agency reported that India's interior ministry had informed Google that its plans to cover India through the service had been rejected.
