Here is a quick anecdote from our consulting work that shows how Data-Centric AI wins over Model-Centric AI. Always! #DeepLearning #ComputerVision #DataCentricAI #MedicalDiagnostics
To the point Satya Mallick. Few recent papers in this area has shown same thing. We @ Future AGI have been working on tools to solve this.
This an excellent read with parallels that can be drawn beyond just vision models. Thanks for sharing.
Informatie. Thanks for sharing Satya
This is very good work, I’ve found the same conclusion during my own development with object detection. Most of the work is developing a clean and sufficiently large data set that covers population variance. The model and its parameters were usually the least important factor to determine model accuracy.
Manager Analog Design, GlobalFoundries, Kolkata.
10moInteresting how GIGO may creep in with as obvious a thing as left of whom. Impressive that the team fixed it.