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Michael Abramov

Michael Abramov

Deep Learning in the Time of Coronavirus: What You Need to Know

Deep Learning in the Time of Coronavirus: What You Need to Know

Data augmentation, deep learning, and AI are changing the way we see the world. From robust facial recognition software to self-driving cars to a data-driven, multi-faceted response in the face of a global pandemic. Here’s how automating data augmentation has allowed data scientists and medical researchers to join forces

Best AI machine learning Podcasts

Best AI machine learning Podcasts

Want to keep up with the latest news in the ever-expanding field of artificial intelligence? Spice up your commute with a deep dive into one of the hottest topics in tech. You never know which tidbits of information will drastically alter the course of your next data adventure. Whether you’

Your Guide to Computer Vision in Drone Technology

Your Guide to Computer Vision in Drone Technology

Welcome to the future, where computer vision-based AI drones are dropping Amazon packages at customers’ doorsteps. But it doesn’t stop there. From retail to agriculture, drone technology is revolutionizing traditional practices. So, how does it all work? Are you interested in drone technology for your next computer vision project?

Data Labeling Workloads: How Outsourcing Can Help

Data Labeling Workloads: How Outsourcing Can Help

Annotating training data imagery can be a daunting challenge. The standard frame rate for a commercial video is 24 frames per second, that means that in order to correctly label a 5 minute long piece of footage an annotator needs to process 7200 individual images. At a conservative estimate of

A Complete Guide to Data Annotation Services for Machine Learning

A Complete Guide to Data Annotation Services for Machine Learning

By 2022, the global market for machine learning is expected to balloon to $8.81 billion, with an annual growth rate of 44.1%. But the performance of any machine learning model depends on the quality of the data that’s used to train it. And as the demand for

Common Machine Learning Security Risks and How to Overcome Them

Common Machine Learning Security Risks and How to Overcome Them

When it comes to identifying imminent cybersecurity threats, machine learning seems like the ideal tool for the job. Machine learning can evaluate endpoints and detect malicious activity faster than we can. What is machine learning in security? Why do organizations like Google rely on machine learning to keep their endpoints

Semantic Segmentation: Uses and Applications

Semantic Segmentation: Uses and Applications

Computer vision models have exploded in recent years. From Google’s self-driving cars and Tesla’s autopilot mode to Amazon’s Virtual Mirror, computer vision has transformed the face of modern technology. But machine learning image processing isn’t as easy as it may seem. Training and validating computer vision