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GeorgePearse/README.md

About Me

I became frustrated enough by the original Detectron2 docs that I decided to start creating my own https://georgepearse.github.io/unofficial-detectron2-docs/.

I write about Machine Learning, Analytics and Start-Ups at https://medium.com/@george.pearse

 georgepearse

I studied Physics, then I became a Data Engineering Consultant (Flask + SQL + AWS for orchestration), then I joined a Computer Vision start-up (behold.ai) where I've done a mixed bunch. Set-up the Modern Data Stack but also focused on data-centric-ai via active learning (pytorch-lightning and BAAL) and corrupt sample discovery (cleanlab esk techniques). I've also recently become much more involved in the MLOps community.

Soon to be joining BinIt as Lead ML Engineer. https://binit.ai/

I'm currently working on:

  • Streamlit app for business intelligence (save SQL for transformations, plotly code for plotting).
  • Quickdraw app via Streamlit (to try out some computer vision ideas).
  • Active Learning via bagged ensemble disagreement.
  • Lightweight UIs for the QDrant Vector Database (and all things QDrant because they build excellent tools) https://github.com/GeorgePearse/QDrant-NLP
  • Multi-modal ML tools.

Blogs posts

Connect with me:

@george.pearse

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  1. VisionChain VisionChain Public

    Framework to support stitching together multiple models to create effective Computer Vision systems, as accurate or fast as you need them to be.

    HTML 5 1

  2. ColourModel ColourModel Public

    Just a tool which uses OpenCV to create bounding boxes around objects of requested colours.

    Python 1

  3. mmdetection-v4 mmdetection-v4 Public

    Forked from open-mmlab/mmdetection

    OpenMMLab Detection Toolbox and Benchmark

    Python