Sorry to hear that. Perhaps there is something about the way the downloads are saved that causes the problem on certain distros or desktop environments?

As a partial workaround, you can use Firefox's built-in screenshot tool to save images as PNGs: call up the feature (Ctrl+Shift+s or right-click > Take screenshot), click the image to select it, then click Download.