The basic editor Tumblr provides for posting, however, does not include a way to change the alignment of text or images, so to center an image you have to edit the post's HTML code manually.

Image Location - Choose whether the image is aligned to the left or right of the text block. If you have a tall image, you may find that the alignment of any succeeding components is thrown off when ...