dataIntroduced by JFT-300M (unreasonable effectiveness) · 2017
Data scaling in vision
Performance keeps rising (logarithmically) with 100× more labelled images.
Drafted by AI · not yet reviewed
How this idea evolved
Suggested from citations. No curator has recorded what this idea builds on yet. These ideas from the same theme come from papers that JFT-300M (unreasonable effectiveness) cites, directly or one step removed. Citation is a fact; the connection between the ideas is not verified.
Use huge amounts of cheap, noisy labels instead of clean annotations.