Artificial intelligence is changing the world of image editing and manipulation, and Adobe doesn’t want to be left behind. Today, the company is releasing an update to Photoshop version 22.0 that comes with a host of AI-powered features, some new, some already…
The risks of algorithmic discrimination and bias have received much attention and scrutiny, and rightly so. Yet there is another more insidious side-effect of our increasingly AI-powered society — the systematic inequality created by the changing nature of work itself. We fear…
Artificial Intelligence has the potential to revolutionize the social visibility of brands, paving the way for more incisive approaches towards marketing. The huge potential of AI in social media has led to Markets and Markets forecasting that the industry of deep learning, machine learning…
Machine learning typically requires tons of examples. To get an AI model to recognize a horse, you need to show it thousands of images of horses. This is what makes the technology computationally expensive—and very different from human learning. A child often…
In this article, we will look at the difference between generative and discriminative models, how they contrast, and one another. Discriminative machine learning is to recognize the rig output among possible output choices. Given something about the data, and done by learning parameters….
One of the most powerful ways through which we convey the results of data science is visualization, from simple Excel graphs through advanced displays like network diagrams and bespoke visuals. What most outside the data science community don’t realize is just how…
INTRODUCTION Sentiment analysis (or opinion mining) aims to automatically extract and classify sentiments (the subjective part of an opinion) and/or emotions (the projections or display of a feeling) expressed in text. There are several language features that we use to indicate sentiment…
The much-ballyhooed artificial intelligence approach boasts impressive feats but still falls short of human brainpower. Researchers are determined to figure out what’s missing. There’s no mistaking the image: It’s a banana—a big, ripe, bright-yellow banana. Yet the artificial intelligence (AI) identifies it…
If you’ve eaten vegan burgers that taste like meat or used synthetic collagen in your beauty routine—both products that are “grown” in the lab—then you’ve benefited from synthetic biology. It’s a field rife with potential, as it allows scientists to design biological…
To help keep first responders safe, University of Central Florida researchers have developed an artificial intelligence method that not only rapidly and remotely detects the powerful drug fentanyl, but also teaches itself to detect any previously unknown derivatives made in clandestine batches….
