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Re:My story as a self-taught AI researcher by mendeza on Monday January 20, 2020 @04:10PM (#22102116)
I think an exciting area that can innovate the lack of data is domain randomization, and synthetic data generation.

Slides from Josh Tobin is a great introduction: http://josh-tobin.com/assets/pdf/randomization_and_the_reali...

http://josh-tobin.com/assets/pdf/BeyondDomainRandomization_T...

And a really cool project implementing synthetic generation of text in images: https://github.com/ankush-me/SynthText

Re:My story as a self-taught AI researcher by tasogare on Tuesday January 21, 2020 @01:45AM (#22104781)
How it that useful for subsequent learning? The output is random words that doesn't even forms phrases or sentences and has no relation with the image.