How do I recover deleted pictures and videos from my iCloud?

Recover them from Recently Deleted, either on iCloud or on a device. See information in If you're missing photos or videos in the Photos app - Apple Support

If the pictures can be recovered, they will be in your recently deleted album. If you deleted the recently deleted items, this pictures and videos are gone forever.

You could restore your photos from a backup made to your computer.