How can trained models be used on the web?

Question

Machine learning

Greetings.
For a long time I have come across various machine learning programs: I pushed the data - I got the result. Did not delve into the topic. Many of the instructions offer image recognition as an example, but why is it needed - image recognition? What to do with him next? Could you give examples of using machine learning?

Answer 1

Photo tagging, for example, I uploaded a photo - and it added the necessary tag - this is a photo of nature, or there - a photo of another cat. The search for downloaded content is greatly simplified.
Content filtering (the same block for porn).
Search for anomalies. For example, I uploaded a photo of a mole, and it gave out with what probability this photo of melanoma.
Search for a person by photo by photo social. networks (any kind of findface and others like them)
Recognition of plants, mushrooms, insects, animals by photo.
Solving graphic captchas of all kinds
, etc.

Answer 2

Yes, there are many things you can do.
For example, to offload servers, transfer part of the calculations to browsers.
Using ML, you can do clustering, filtering, recognition, various optimizations in routing, etc.