Try RustSEG
This method is not perfect. Test show it can determine if rust is in the image with a 78% accuracy. For best results make sure the image is not entirely rust, i.e. some of the image is not rusted.
Please note that RustSEG saves all images uploaded to the site.
Uploaded images can only be JPEG or PNG and must be smaller than 50MB