Matt Brems (he/him) – Medium

Matt Brems (he/him)

Matt Brems (he/him)
in
Geek Culture

The Power of Image Augmentation: An Experiment

4 takeaways on improving your object detection model’s performance with image augmentation

7 min readMay 3, 2021

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The Power of Image Augmentation: An Experiment

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Matt Brems (he/him)

How We at Roboflow Do Remote Work

Technology and team activities motivate our distributed team.

7 min readApr 25, 2021

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How We at Roboflow Do Remote Work

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Matt Brems (he/him)
in
Geek Culture

Zero-Shot Content Moderation With OpenAI’s New CLIP Model

When creating a platform on which people can create and share content, there’s often a question of content moderation. Content moderation…

6 min readMar 28, 2021

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Zero-Shot Content Moderation With OpenAI’s New CLIP Model

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Matt Brems (he/him)

3 Remote-First Principles to Keep in Mind When Returning to the Office

Co-authored by Matt Brems and Shanaz Chowdhery.

5 min readMar 8, 2021

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Matt Brems (he/him)

ELI5 (Explain Like I’m 5) CLIP: Beginner’s Guide to the CLIP Model

Explaining OpenAI’s CLIP Model: What it is, how it works, and why it’s cool.

9 min readMar 8, 2021

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ELI5 (Explain Like I’m 5) CLIP: Beginner’s Guide to the CLIP Model

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Matt Brems (he/him)
in
Towards Data Science

How to Use Roboflow and Streamlit to Visualize Object Detection Output

Building an app for blood cell count detection.

9 min readFeb 23, 2021

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How to Use Roboflow and Streamlit to Visualize Object Detection Output

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Matt Brems (he/him)

Apple’s M1 is Up to 3.6x as Fast at Training Machine Learning Models

As compared to the Intel-based 13" Macbook Pro.

4 min readDec 15, 2020

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Apple’s M1 is Up to 3.6x as Fast at Training Machine Learning Models

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Matt Brems (he/him)
in
Towards Data Science

5 Strategies for Handling Unbalanced Classes

Suppose you’re trying to teach an alien — like one of the crewmates from the wildly popular game Among Us — to tell the difference between…

8 min readDec 7, 2020

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5 Strategies for Handling Unbalanced Classes

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Matt Brems (he/him)
in
Towards Data Science

How to Run Jupyter Notebooks on an Apple M1 Mac

Here we’ll walk through how to get Jupyter on your M1 — starting with the download step and ending with a fully operational notebook.

5 min readNov 30, 2020

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How to Run Jupyter Notebooks on an Apple M1 Mac

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Matt Brems (he/him)
in
Towards Data Science

Introduction to Computer Vision

This post should give you a good understanding of computer vision as well as the steps needed to solve a computer vision problem.

11 min readNov 23, 2020

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Image of a black pug looking up at the camera while sitting on a sidewalk.

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Matt Brems (he/him)

Matt Brems (he/him)

Director, Technical Solutions @ Domino Data Lab. Chair @ Statistics Without Borders. Distinguished Faculty @ General Assembly. Co-Founder @ BetaVector.

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