FiftyOne Computer Vision Plugins: Active Learning

Описание к видео FiftyOne Computer Vision Plugins: Active Learning

Wish you could more tightly integrate Active Learning tasks like model training, evaluation, and then re-annotation into your computer vision workflow?

In this video, Jacob Marks shows us how to use the Active Learning plugin for FiftyOne to make this iterative process smarter and more efficient by iteratively selecting the most “informative” or “ambiguous” examples for labeling, thereby reducing the amount of manual annotation needed.

Resources:

* GitHub Repo: https://github.com/jacobmarks/active-...
* Blog: https://voxel51.com/blog/supercharge-...

#computervision #ai #artificialintelligence #machinevision #machinelearning #datascience

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