What I Read: Labeling, Uncertainty Sampling

https://code.groundlight.ai/python-sdk/blog/active-learning

Reducing Data Labeling Costs with Uncertainty Sampling
Ted Sandler
May 15, 2024
Senior Applied Scientist


“With active learning, only informative images are prioritized for review, making it possible to label small a subset of the available data but train a model that’s roughly as good as one trained with all the data labeled…”