Count and size of photos in iTunes does not match what is on my iPhone

I have 2 different iPhone 6 phones. For each of them, the number of photos on the phone does not match the number of photos shown in iTunes. For example, one of my iPhones has fewer than 400 photos; however, when I connect the phone to iTunes on my computer, the usage bar at the bottom shows that there are more than 2500 photos accounting for 2.5GB. I suspect that iTunes is including photos that I have deleted from my phone. Are the additional 2100 "phantom photos" actually taking up space on my phone, and what can I do to make iTunes match what is actually on my phone?

Read here   https://discussions.apple.com/docs/DOC-8281

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