The Jacaranda trees in full bloom are a classic sign of late spring in South Africa. The "STOP" road marking, the style of the stop sign, and the white-walled architecture are very characteristic of suburban Johannesburg or Pretoria. The vehicles and the general urban layout strongly point towards a South African residential area. I am quite confident this is in the Gauteng province.

I suspect this is in Johannesburg, South Africa. I am 85% sure.

then: guess