Daniel Warfield

Hand computing a fundamental component of multimodal models Daniel Warfield · Follow Published in Towards Data Science · 6 min read · 12 hours ago — “Crossing” By Daniel Warfield using MidJourney and Affinity Design 2. All images by the author unless otherwise specified. Article originally made available on Intuitively and Exhaustively Explained. Cross Attention is a fundamental tool in creating AI models that can understand multiple forms of data simultaneously. Think language models that

The functionality of OpenAI’s video generation model, and the theory behind it Daniel Warfield · Follow Published in Towards Data Science · 15 min read · 12 hours ago — “The Eye”, generated by Daniel Warfield using Sora. All images and videos by the author unless otherwise specified. Article originally made available on Intuitively and Exhaustively Explained. OpenAI recently released Sora, their cutting edge video generation model. With Sora, they also released a web UI

A popular toy in a brave new world Daniel Warfield · Follow Published in Towards Data Science · 35 min read · 12 hours ago — “Mosaic Space” by Daniel Warfield using Midjourney, Matplotlib, and Affinity Design 2. All images by the author unless otherwise specified. Article originally made available on Intuitively and Exhaustively Explained. In this article we’ll make an AI model that can solve a Rubik’s Cube. We’ll define our own dataset, make

Fast Dataframes for Big Problems Daniel Warfield · Follow Published in Towards Data Science · 14 min read · 12 hours ago — “Accelerated Polar” by Daniel Warfield using Midjourney. All images by the author unless otherwise specified. Article originally made available on Intuitively and Exhaustively Explained. I was recently in a secret demo run by the Cuda and Polars team. They passed me through a metal detector, put a bag over my head, and

Artificial Intelligence | Retrieval Augmented Generation | Multimodality Modern RAG for modern models. Daniel Warfield · Follow Published in Towards Data Science · 10 min read · 12 hours ago — “Multicolored Team” by Daniel Warfield using Midjourney. All images by the author unless otherwise specified. Article originally made available on Intuitively and Exhaustively Explained. Multimodal Retrieval Augmented Generation is an emerging design paradigm that allows AI models to interface with stores of text, images,

Machine Learning | Computer Vision | Object Detection A breakdown of the math within YOLO Daniel Warfield · Follow Published in Towards Data Science · 6 min read · 12 hours ago — “Eye By Hand” by Daniel Warfield using MidJourney. All images by the author unless otherwise specified. YOLO is a landmark object detection model which can quickly classify and localize numerous objects within an image. This summary goes over all critical mathematical operations

GorMachine Learning | Computer Vision | Object Detection The genesis of the most widely used object detection models. Daniel Warfield · Follow Published in Towards Data Science · 21 min read · 14 hours ago — “Look Once” by Daniel Warfield using MidJourney. All images by the author unless otherwise specified. In this post we’ll discuss YOLO, the landmark paper that laid the groundwork for modern real-time computer vision. We’ll start with a brief chronology