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Michael Abramov

Michael Abramov

How Image Annotation Projects Transform Waste Management

How Image Annotation Projects Transform Waste Management

Artificial intelligence has revolutionized industries. But while most people have heard of self-driving cars and facial recognition software, many of us are unaware of the enormous impact AI has had for the waste management and recycling sectors. Imagine a waste management facility. Are you picturing rows of machines? That’s

Polygon Image Annotation for Computer Vision

Polygon Image Annotation for Computer Vision

In the field of artificial intelligence, machine learning images and computer vision are becoming one of the hottest subfields at the moment. There are many applications of artificial intelligence and machine learning beyond the development of driverless cars and unmanned drones. In the near future, computer vision and image annotation

AI vs. Deep Learning vs. Machine Learning: What's the Difference?

AI vs. Deep Learning vs. Machine Learning: What's the Difference?

Artificial intelligence is the future. Movies and TV shows like Ex Machina, The Terminator, Westworld, and Her paint a world that’s eerily similar to our own, in which machines can do everything humans can, and more — infinitely more. But AI is an umbrella term. And its applications extend far

Instance vs. Semantic Segmentation: What Are the Key Differences?

Instance vs. Semantic Segmentation: What Are the Key Differences?

Computer vision applications are endless. The field of computer vision implementation is from self-driving vehicles to robust facial recognition software. Computer vision is one of the hottest subfields of AI at the moment. But human vision has proven itself as a uniquely challenging gift to bestow on machines. As living

5 Reasons You Need to Outsource Image and Video Annotation

5 Reasons You Need to Outsource Image and Video Annotation

We take our vision for granted. While navigating and understanding the visual world around us is a simple task, even for children, training computers to do the same is far from simple. And yet, countless large tech companies and startups are heavily investing in machine learning and AI. With computer

3 Industries That Can Be Improved With Image Annotation

3 Industries That Can Be Improved With Image Annotation

Computer vision is one of the hottest subfields of artificial intelligence at the moment. But none of the revolutionary applications we’ve heard about — from self-driving cars to autonomous drones — would be possible without image annotation. But image annotation for deep learning isn’t as straightforward as you might think.

The 4 Most Common Types of Image Annotation for Computer Vision AI

The 4 Most Common Types of Image Annotation for Computer Vision AI

Computer vision is revolutionizing industries. We’ve all heard of self-driving cars and facial recognition software. But how is this transformative technology making a difference in our day-to-day lives? Here’s a glimpse of how computer vision is transforming financial, retail, and medical sectors in unexpected ways: * Leave without paying.