Hi fil2,
You will need to make sure that the gallery has re-processed the images so that the correct image sizes are written to the page.
I understand that if you apply a watermark to the images (or remove it), the procedure forces a rewrite the image details to html. You can remove (or re-add) the watermark as required.
That would be something to try.