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If I have a function (a model or a system) that can see a visual scene (an image, a video, or a live camera stream) and augment some information over it after running some image understanding (for example, see a dining menu, look up Yelp, overlay rating; or meet a person, look up LinkedIn, overlay their profile), what is the easiest and the fastest way to ship this as a product to consumers?

That is, 1) Given: A function (a model or a system) that receives an image as input and outputs some arbitrary information, 2) Without: Any frontend (web app, mobile app, chatbot, etc) made at the moment, 3) Looking for: The method with least time, least effort, least cost to provide the function to a consumer who has no technical skills.

I can make a web app, a mobile app, or a chatbot, but would prefer not to invest my time into frontend as it is not my focus. That is, instead of building an iPhone or an Android app, I'd prefer making a Facebook chatbot that receives an image and outputs a text and image (but I guess it cannot handle complex output like a custom HTML) since it'd take less time, and I can provide a link to the chatbot to any consumers.

Let me know how you like to ship your AR apps!