Matt Brems (he/him)inGeek CultureThe Power of Image Augmentation: An Experiment4 takeaways on improving your object detection model’s performance with image augmentation7 min read·May 3, 2021----
Matt Brems (he/him)How We at Roboflow Do Remote WorkTechnology and team activities motivate our distributed team.7 min read·Apr 25, 2021----
Matt Brems (he/him)inGeek CultureZero-Shot Content Moderation With OpenAI’s New CLIP ModelWhen creating a platform on which people can create and share content, there’s often a question of content moderation. Content moderation…6 min read·Mar 28, 2021--2--2
Matt Brems (he/him)3 Remote-First Principles to Keep in Mind When Returning to the OfficeCo-authored by Matt Brems and Shanaz Chowdhery.5 min read·Mar 8, 2021----
Matt Brems (he/him)ELI5 (Explain Like I’m 5) CLIP: Beginner’s Guide to the CLIP ModelExplaining OpenAI’s CLIP Model: What it is, how it works, and why it’s cool.9 min read·Mar 8, 2021----
Matt Brems (he/him)inTowards Data ScienceHow to Use Roboflow and Streamlit to Visualize Object Detection OutputBuilding an app for blood cell count detection.9 min read·Feb 23, 2021--1--1
Matt Brems (he/him)Apple’s M1 is Up to 3.6x as Fast at Training Machine Learning ModelsAs compared to the Intel-based 13" Macbook Pro.4 min read·Dec 15, 2020----
Matt Brems (he/him)inTowards Data Science5 Strategies for Handling Unbalanced ClassesSuppose 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 read·Dec 7, 2020----
Matt Brems (he/him)inTowards Data ScienceHow to Run Jupyter Notebooks on an Apple M1 MacHere 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 read·Nov 30, 2020--5--5
Matt Brems (he/him)inTowards Data ScienceIntroduction to Computer VisionThis post should give you a good understanding of computer vision as well as the steps needed to solve a computer vision problem.11 min read·Nov 23, 2020--1--1