You can do by editing:
slider.js

Delete the third line of code:
$('.caption-container').hide();

That's it :-)

Deleting the code makes the image info visible

In my project I want to use Galleria-Dark-Green

How do I go by making the image info like in your sample of the Gallery-Simple - no "i" and place it on the bottom of the image?

You asked how to make it visible all the time I thought. Anywho you can adjust anything else via CSS.

Adjust the position here:
/css/slideshow.css

/* CAPTION */
#information {z-index:150; position:relative; top:45px; left:32px;}

This is perfect! - it is going to look so nice - exactly how I envisioned it...

One last thing - how do I get rid of the "i"?

This line is what displays the "i", background image. In the same spot as the above code.

#information a {display:block; background:url(../images/info.png) top left no-repeat; width:19px; height:19px; text-indent:-9999px;}

You are the best - Thank you so much!!!!!!! - Please let me know of future projects/files…

@claguna
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