Image thumbnails may not appear on project pages due to missing image files, incorrect file paths, permission restrictions, caching issues, or unsupported formats. Verify that images are uploaded correctly, accessible, and linked properly. Clearing the cache and rebuilding thumbnails may also resolve the issue.