Thanks for reaching out to the Apple Support Communities. I understand you're having some trouble with missing photos, and I have some information that may help.
Have a look at the article below for some helpful troubleshooting steps.
Get help with missing photos - Apple Support
If you run into any trouble, or if the symptoms persist, please reach out again.
Best Regards.