Unscrew the screws top and bottom on the brackets, pull the whole assembly out, and unscrew the stereo unit from the brackets. Piece of pie.
To topic starter, in the first picture, left and bottom bracket fit in place, with the holes for the screws on the places where the holes in the dash...