In Photoshop CS and up

Go to File ->

File Info ->

Enter text for the top of the description as “Document Title” and the small text below as “Description” or Alt+Ctrl+I for a keyboard short cut.

If you use a any picture gallery components in Joomla or Drupal we can easily set a caption for images.