Although it's technically been available for a while now, it was hard to find and the layout wasn't complete. Anyway, the Gallery is now officially available!
If you wish to upload images, you can create an album here, in your User Control Panel.
You can then upload images from the same page, or directly from your album.
Only registered members can view your album, however, anyone with the URL of an image can see that image.