all AI news
A critical analysis of your dataset
Stop finetuning your model: your model is already good, but not your dataPhoto by Brandon Lopez on Unsplash
There are more and more applications of artificial intelligence and increasingly sophisticated models. At the same time, AI is hungry for data, and data collection and cleaning is still a manual approach.
This article brings together considerations and suggestions on why proper dataset collection, cleaning, and evaluation are critical.
Data is the new oil. But like oil, data also needs to …