Some photos labeled 'Live' on iPhone

These photos have been taken as Live photos. they are a pair of a-short video clip and a high resolution still frame. You can view them animated and add live effects.

The "Live Off" button will just prevent the animation from showing. The photo will be shown as a still frame. But it does not remove the video clip. You will not save any storage, when you do that.