The search field searches your computer's iTunes library i.e. your music, films, tv shows, apps etc - it doesn't search your device nor the photos tab, it only looks at your computer's iTunes library. So if you type something in then it should show any matches from your library
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What is the Search Field used for in the Photos page of iTunes?