Similarity-based image search, also known as content-based image retrieval, has historically been a challenging computer vision task. This problem is especially difficult for visual art, because it is less obvious as to what a metric of “similarity” should be defined as and who should set that standard for art.For example, when I upload a photo of a wall mural … [Read more...] about Similarity-Based Image Search for Visual Art
artificial intelligence
A Guide To Knowledge Graphs
Table of ContentsIntroduction- What is a Knowledge Graph (KG)?- Why KG?- How to use KG?KG in practice- Open source KGs- Creating custom KG- KG ontology- Hosting KG (database)- Query facts from KGIntroductionIn this section, we will introduce KG by asking some simple but intuitive questions about KG. In fact, we will cover the what, why, and how of the knowledge … [Read more...] about A Guide To Knowledge Graphs
Best Artificial Intelligence Conferences For Business Leaders In 2019
Everyone’s excited about AI and machine learning these days, so new conferences are popping up everywhere. We’ve identified more than 150 events on our ultimate AI conference list, but which ones are actually worth your time?Which AI Conferences Have The Most ROI For Business Leaders?As a business leader, you want to learn about new technologies from experienced … [Read more...] about Best Artificial Intelligence Conferences For Business Leaders In 2019
A Taste Of Tomorrow: How Food and Beverage Companies Leverage AI
People have become picky eaters. Our ancestors ate whatever they could forage, but modern day Homo Sapiens expect gourmet meals at street food prices on demand. Consumers prefer fast, affordable, healthy, and delicious. To meet fickle consumer tastes, food and beverage (F&B) companies look to artificial intelligence to help them scale new products and stay profitable. … [Read more...] about A Taste Of Tomorrow: How Food and Beverage Companies Leverage AI
How To Beat Google and Facebook In The War For AI Talent
Jean-François Gagné, the founder of leading AI company Element.AI, calculated that there are fewer than 10,000 people in the world currently qualified to do state-of-the-art AI research and engineering. Many of them are gainfully employed and hard to poach. If you’re looking to recruit machine learning graduates, the head of a prominent Silicon Valley AI lab recently admitted … [Read more...] about How To Beat Google and Facebook In The War For AI Talent
4 Approaches To Natural Language Processing & Understanding
In 1971, Terry Winograd wrote the SHRDLU program while completing his PhD at MIT. SHRDLU features a world of toy blocks where the computer translates human commands into physical actions, such as “move the red pyramid next to the blue cube.” To succeed in such tasks, the computer must build up semantic knowledge iteratively, a process Winograd discovered was brittle and … [Read more...] about 4 Approaches To Natural Language Processing & Understanding
Understanding The Limits Of Deep Learning
Artificial intelligence has reached peak hype. News outlets report that companies have replaced workers with IBM Watson and algorithms are beating doctors at diagnoses. New A.I. startups pop up every day and claim to solve all your personal and business problems with machine learning.Ordinary objects like juicers and wifi routers suddenly advertise … [Read more...] about Understanding The Limits Of Deep Learning
How 26 Top Marketing Executives Use Artificial Intelligence
Artificial intelligence is rapidly transforming all digital industries and marketing is no exception. We asked 26 top marketing executives and entrepreneurs to share how they’ve leveraged A.I. and machine learning technologies to improve their products, simplify their customers’ lives, and address the top pain points in the industry.1. Eric Stahl, SVP at … [Read more...] about How 26 Top Marketing Executives Use Artificial Intelligence
How AI Can Solve The Top 3 Pain Points In Marketing
3,874. That’s how many companies are featured on Scott Brinker’s behemoth 2016 Marketing Technology Landscape Supergraphic, which drives home the challenge of navigating the marketing industry."Marketing has the unique challenge of not having a typical stack or process. If you look into any Fortune 500 company, they will have hundreds of products that they are … [Read more...] about How AI Can Solve The Top 3 Pain Points In Marketing
This Algorithm Predicts If You’ll Vote Democrat or Republican
As demonstrated from the polling failures from our last elections, human-driven statistical analysis is prone to bias, overconfidence, and errors. Perhaps computer algorithms can do a better job of accurately predicting political bias?One unique approach, from renowned computer vision expert Fei Fei Li, applies deep learning to Google Street View data and … [Read more...] about This Algorithm Predicts If You’ll Vote Democrat or Republican