To find the NASA Astronomy Picture of the Day (APOD) for a specific birthday, users can search the official NASA APOD Archive by month and day, with archives starting from June 16, 1995. For a dedicated Hubble Space Telescope image, the NASA "What Did Hubble See on Your Birthday?" site allows users to select their birth date and view a corresponding image and explanation.