Our June bugs come out in July and they are iridescent green, not brown. My mother told me when she was a little girl, they would catch them, tie a string around their back leg, and fly them around in circles, lol. Ours look like this.
But, upon doing some research, I guess those things are called green june beetles. Learn something new every day, I've always just called them the green beetles.