Ed Izaguirre

Adding evaluation, automated data pulling, and other improvements. Ed Izaguirre · Follow Published in Towards Data Science · 12 min read · 11 hours ago — From Film Search to Rosebud 🌹. Image from Unsplash. Table of Contents Introduction Offline Evaluation Online Evaluation Automated Data Pulling with Prefect Summary Relevant Links GitHub repo Link to earlier article discussing Film Search, a dev version of this project Try out the app (now 100% free! 🤑) Introduction

How to create a production-grade pipeline for object detection Ed Izaguirre · Follow Published in Towards Data Science · 14 min read · 4 hours ago — Overview of the project flow. Image by author. Table of Contents Introduction (Or What’s in a Title) The Reality of MLOps without the Ops Managing Dependencies Effectively How to Debug a Production Flow Finding the Goldilocks Step Size Takeaways References Relevant Links GitHub repo Link to earlier article