Hundreds of millions are spent on translators every year. It's a major expense in the EU budget, for example. A lot of people are going to jail for fraud if people aren't actually doing the work.

Oh, didn't know about that! Learning something new everyday i guess. Automatic translation works very well for technical documents, but it doesn't work that well for novels. So i thought, most of the translation jobs would be gone already. I think, given a little bit of time, a handful of years, translation will be automated 95% or more, across the board, for every kind of document.

I know people in the translation business. Automatic translation is out of the question in a lot of businesses and areas. One category would be safety-critical businesses where companies can get into a world of legal hurt if their translations aren't exact (medical, legal, defense, etc.) Saving a few bucks on automatic translations loses its appeal if you really need the text to be correct. The translators will also be liable for wrong translations, also a very important factor for professional clients.

Another example would be highly specialised, industry-specific texts with a lot of jargon, for which professional translation offices get you translators who aren't just fluent in the languages, but also knowledgeable about the area the text is about.

Have you seen any good translation tool from video to text yet? I'm trying to find something for Estonian to English and having little luck

Do you mean images in the video like how the Google Translate app can do with the camera, or do you mean the audio within the video?

The audio within the video

Unfortunately, none that I'm aware of. For whatever reason, I find that speech to text is never as good as the accuracy scores claimed by those making the models.

Whisper does audio to text with translation, so you'd have to extract the audio channel first.