The author of the original books, Jennifer Worth, had worked as a trainee midwife in the area, although she worked in a different convent in Whitechapel. The convent Nonnatus House is not a real location. The East End was being redeveloped to repair the effects of the war, and parts of the area would have looked like building sites, but you don't see that so much in the show.