PinnedGeorge PearseActive Learning for Deep LearningHow to choose what datapoints to label.Aug 16, 2022Aug 16, 2022
PinnedGeorge PearseRobust Knowledge as an ML professional.Learning to learn.Aug 13, 20221Aug 13, 20221
PinnedGeorge PearseWhat’s the Right Hierarchy to Climb?How to find your mountain.Aug 13, 2022Aug 13, 2022
PinnedGeorge PearseVector Databases for Data-Centric AIWhy you should have a Vector Database as part of your MLOps Platform.Jan 9, 20222Jan 9, 20222
George PearseThe Missing Terminology of Data Centric AIData Centric AI is part marketing gimmick, but also has its value in places. This article quickly goes through some terms the industry…Dec 16, 2023Dec 16, 2023
George PearseHow to train a model with MMDetectionMMDetection is an excellent tool, I’ve used Detectron2 and Pytorch-Lightning with the torch native faster_rcnn…Dec 16, 2023Dec 16, 2023
George PearseData Engine DesignBreaking down the systems of the top ML companies (with a strong Computer Vision focus).Sep 20, 2022Sep 20, 2022
George PearseVector Databases for Data-Centric AI (Part 2)Building applications with QDrant, Hugging-Face and Streamlit.Aug 26, 2022Aug 26, 2022