No, the Knowledge Base does not recognize images that are within text documents (pdfs, txt, docx, etc.). They only scrape and embed the text in those documents.
You can, however, give the bot a small directory of images it can return in responses. To do this, you must give it links to places where the image is hosted online. Here is a help post that explains how to do that: How to render images inside a chat