You can do the same without using an image-editing program once you understand how to use Tumblr's HTML editor. Adding an image to ... degrades as an image's size increases.

When you need to add a caption ... and adjust its size, color and font style. To move the text box, place the cursor on its border and drag it. You can use many other image editors, including ...