Creating a Deep Neural Network in ML.NET – Microsoft.ML.Vision Update

Creating a Deep Neural Network in ML.NET – Microsoft.ML.Vision Update

Jon Wood shows us how to create a deep neural network in ML.NET to classify images of flowers. This is an update to the original... Details
Is Elon Musk’s Neuralink The Solution to The AI Control Problem

Is Elon Musk’s Neuralink The Solution to The AI Control Problem

Elon Musk has warned us that AI and in particular a digital super intelligent AI might render humanity extinct. We should therefore proceed very carefully... Details
Transformers for Image Recognition at Scale

Transformers for Image Recognition at Scale

Yannic Kilcher explains why transformers are ruining convolutions. This paper, under review at ICLR, shows that given enough data, a standard Transformer can outperform Convolutional... Details
AI Applications Without a PhD

AI Applications Without a PhD

When you think of "deep learning" you might think of teams of PhDs with petabytes of data and racks of supercomputers. But it turns out... Details
Introduction to Machine Learning with Time Series

Introduction to Machine Learning with Time Series

Time series are ubiquitous in real-world applications, but often add considerable complications to data science workflows. What’s more, most available machine learning toolboxes (e.g. scikit-learn)... Details
Fighting fire with AI

Fighting Fire with AI

Here's an interesting use of AI in public safety. Hongik University’s Professor Lee and his students used AI to develop a new model that can... Details
An introduction to Generative Adversarial Networks (with code in TensorFlow)

An Introduction to Generative Adversarial Networks (with code in TensorFlow)

There has been a large increase in interest in generative AI models of late. Here's a great introductory article (complete with code) on GAN's in... Details
AI-Based Style Transfer For Video…Now in Real Time!

AI-Based Style Transfer For Video…Now in Real Time!

Two Minute Papers examines the paper "Interactive Video Stylization Using Few-Shot Patch-Based Training" in this video.  Details
New Reinforcement Learning Methods to Improve AI in Gaming and Beyond

New Reinforcement Learning Methods to Improve AI in Gaming and Beyond

This episode of the AI show covers reinforcement learning – an AI approach that is especially promising for training naturally behaving game characters with nuanced... Details
Deep Natural Language Processing’s Capabilities and Potential

Deep Natural Language Processing’s Capabilities and Potential

Here is a great discussion and interview on the potential and power of Natural Language Processing with Allyson Ettinger. https://www.youtube.com/embed/5PhFcsYznZg Details