dj_paiges's answer is not wholly correct. You can add a text layer to a photograph and then add text over the photo or in the margin (enlarge the canvas size if necessary), and then flatten the image and resave as a jpeg or png image file. This will superimpose an image of the text over the picture, but will not produce searchable text words like the metadata option will.
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