Found a solution to this. Basically, you need to add the permissions to yourself.
1: Go to the container registry.
2: Select Access Control(IAM).
3: Click on "Add role assignment" under "Grant access to this resouce"
4: Now go to "Priiledged administrator roles" and select "Owner"
5: Click on "Next" at the bottom of the page.
6: Now click on "Select Members"
7: Add yourself (via email or name) and click on "Select" at the bottom of the right expanded pane.
8: Click on "Review and Assign"
This should fix your issue.
Sabyasachi Seal,
MLSA (Gold) , 2023