Use blunt tweezers to lift up the battery adhesive pull tabs so you can more easily grip them with your fingers.

The battery is held in place with three separate stretch adhesive strips, which are connected to a single black pull tab. You can try to pull all three strips out together, but it is easier to cut the black pull tab where it is notched and pull each strip out individually.