Vincent Vandenbussche

AI

How to Choose the Best ML Deployment Strategy: Cloud vs. Edge

The choice between cloud and edge deployment could make or break your project Vincent Vandenbussche · Follow Published in Towards Data Science · 14 min read · 8 hours ago — Photo by Jakob Owens on Unsplash As a machine learning engineer, I frequently see discussions on social media emphasizing the importance of deploying ML models. I completely agree — model deployment is a critical component of MLOps. As ML adoption grows, there’s a rising

Read More »
AI

BlazeFace: How to Run Real-time Object Detection in the Browser

A step-by-step guide to training a BlazeFace model, from the Python training pipeline to the JavaScript demo through model conversion. Vincent Vandenbussche · Follow Published in Towards Data Science · 11 min read · 20 hours ago — Freely adapted from a photo by visuals on Unsplash Thanks to libraries such as YOLO by Ultralytics, it is fairly easy today to make robust object detection models with as little as a few lines of code.

Read More »