The increment also is out of transactions. So, rollback doesn't restore the original value.
Also, you can not remove the property IDENTITY from a column.
This adds the IDENTITY to a column:
ALTER TABLE TB ALTER COLUMN my_id INT IDENTITY
but this doesn't remove it, also though no error is given:
ALTER TABLE TB ALTER COLUMN my_id INT