Target Earth (1954)

Giant robots from Venus invade Chicago. Stranded in the deserted city are Frank (Richard Denning) and Nora (Kathleen Crowley). Now they must fight for their lives in a city run entirely by deadly robots. Also with Virginia Grey and Whit Bissell.