Machine Learning

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Building a Local Face Search Engine — A Step by Step Guide

Building a Local Face Search Engine — A Step by Step GuidePart 1: on face embeddings and how to run face search on the flySample demonstration of face recognition and search for the cast of “The Office”In this entry (Part 1) we’ll introduce the basic concepts for face recognition and search, and implement a basic working solution purely in Python. […]

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A Framework for How Data Informs Decisions The Decision Intelligence / Data Science Integration Framework

As data storage and management becomes less expensive, many organizations are tasked with being “data-driven”. What does this mean in practice? For many, using data to inform important organizational decisions is an important goal. This is the role of Decision Intelligence (DI): a practice that bridges decisions to data. However, it’s not always clear how

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How to Avoid the Next AI Winter It’s time to end the AI summer/winter cycle once and for all. Five ways to get real.

The introduction of the cotton gin wasn’t accompanied by an entire genre of Hollywood movies dedicated to the gin “singularity”. Nor did we usher in Golden Age of telecommunications with blockbuster killer “phone web” stories. Artificial Intelligence is different. Like other disruptive technologies, it is having far-ranging effects, good and bad. But uniquely, quality AI

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Thinking of Starting an Enterprise AI Project?

Are you thinking: “I’ve heard that AI can provide some value to my organization?” but wondering where to start? You might be a CIO or other technical leader, looking to avoid being left in the dust behind this important technology. Based on our experience delivering dozens of AI projects (thousands of models) over 30 years,

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The #COVID19 Driver’s Seat

I caught COVID19 in March, a few weeks after breaking my arm badly enough to need surgery.  I made it through, but along the way, and with the perspective afforded by a lot of time on the couch and away from the day-to-day business of Quantellia, I became galvanized to do something about other COVID

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Welcome to the Personal Artificial Intelligence Revolution

Like it or not, technology is everywhere. We have long ago passed a time where computers were relegated to men in white coats in distant rooms. It’s now in our pockets, in our faces, and mediates many of our relationships. Yet, as Shoshana Zuboff explains in The Age of Surveillance Capitalism, recent years were characterized

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Gradio: The Perfect Tool for Building ML Model UIs Quickly and Easily

Introduction Machine learning models are powerful, but without an intuitive user interface (UI), they often remain out of reach for those without technical backgrounds. This is where Gradio comes in. Indeed, if you are looking to create an accessible, interactive UI for your ML model, it is the tool you need. In this article, we’ll

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