The change to the new gallery software did not fix this for me, and it happens in both browsers I use. I have no problems accessing images from anywhere else one the web.
I would like to find out whether others have this problem, so I've put a thumbnail up for one of the images that appears corrupted. Please click on it and try it out and report in a reply to this post whether it's OK or corrupted for you.
If the image was OK, please go into the gallery (link in the light blue bar above, next to the "eye" icon) and try some other pictures and report the results.