How do you determine if proper evidence procedures and due process have been followed? If the conviction is handed down, the court has already decided that the rules have been followed sufficiently. So in a sense, what you ask for as "proper evidence and due process" already exists, yet still tends to be wrong a rather alarming amount of the time.
The problem with capital punishment is not that the system isn't perfect, its that it isn't even reliable.