Hello, I'm sorry that the answer is No.
Photos or videos deleted from iCloud storage can only remain recoverable for up to 30 days. 2019 seems too long and the permanent files can't be recovered if you delete the files in iCloud.
Maybe you can check the files in the iCloud.com or other cloud storage.
Remember to backup and manage all your files on your iPad.