Hi Bernie-
The page you see when you click on your image is called the “Attachment Page,” and the form you’re seeing is the comments form for your visitors to leave their comments.
In order to change that, you’ll actually do it in the image’s Media Library entry, in the “Link To” field.
When you upload a new image, this is sometimes the default option, so make sure to check this when you’re adding a new image.