I found that
<a href="link/to/My_Image_File.jpeg" download>Download Image File</a>
did not work for me. I'm not sure why.
I have found that you can include a ?download=true
parameter at the end of your link to force a download. I think I noticed this technique being used by Google Drive.
In your link, include ?download=true
at the end of your href.
You can also use this technique to set the filename at the same time.
In your link, include ?download=true&filename=My_Image_File.jpeg
at the end of your href.