They don't appear to be load bearing. However, it would be good to know the size, spacing, and span of the rafters and your location's typical design snow load. That would very quickly tell us how much margin the rafters actually have.
Also important would be what is under the post. A true footing? If not, then they are definitely of no use for supporting load.
Also, are those purlins notched into the rafters? If so, then the actual rafter height is only the height of the board below the notches. Very poor way of doing it in my opinion.