Hover over the photo in your image library that you want to delete and click the X that appears in the top right of the photo.

If the X is greyed out:

This means that the image is currently being used in your video. You will first have to swap out the image for something else.
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"In use" image:

Here is an article on how to swap/change an image! Editing Images