Typically this phrase is used for someone who has very little eyesight remaining, but is not completely blind. Many countries have laws prescribing a minimum level of sight below which you are entitled to benefits accorded to blind people (for example, the right to do exams in Braille or orally, or financial compensation towards getting a guide dog in countries where that is part of social healthcare)