After you choose an image from Media Gallery pop-up, you will get a pop-up where you can cut image to fit proportions predefined in the template. Move mouse pointer to dotted frame, click and stretch the frame:
If you uploaded large size picture from your phone or camera - you can optimize its size using checkbox “Optimize image size”. Then click on “Ok” button and the image will be overwritten and inserted into website in optimized size.