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Michael Abramov

Michael Abramov

Data Annotation for Military AI Applications

Data Annotation for Military AI Applications

Computer vision based AI models are being deployed in military contexts. The use of AI in weapon systems is a complex and controversial area, the practical and moral implications of which are still being debated by thought leaders and policy makers. However, AI powered military technology is increasingly being harnessed

Ensuring Data Quality With Outsourcing

Ensuring Data Quality With Outsourcing

“Poor data quality is enemy number one to the widespread, profitable use of machine learning.” – Tomas C. Redman, Harvard Business Review, If Your Data Is Bad, Your Machine Learning Tools Are Useless The most exciting, innovative machine learning projects in development today are reliant on access to quality data. Inaccuracies

The Importance of Training Datasets for Machine Learning Models

The Importance of Training Datasets for Machine Learning Models

While learning from experience is natural for the majority of organisms—even plants and bacteria—designing machines with the same ability requires creativity, experimentation, and persistence. And yet the potential for machine learning is limitless. A number of the most anticipated applications for machine learning have sprung from the subfield

Streamlining Airport Operations with AI

Streamlining Airport Operations with AI

The COVID-19 pandemic has had a dramatic effect on the airline industry. The International Air Transport Association reported that the industry suffered an US$84 billion loss in revenue for 2020. Across the globe airports are experiencing an unprecedented decline in passenger numbers as governments restrict travel and impose strict

Computer Vision Applications for Retail Banking

Computer Vision Applications for Retail Banking

Commercial banks have long been leaders in the implementation of AI, with early adoption of machine learning practices helping them to refine trading strategies and assess risk. Now retail banking is one of the industries at the forefront of incorporating computer vision based AI models into their businesses. However, viability

A Beginner's Complete Guide to Image Annotation for Machine Learning

A Beginner's Complete Guide to Image Annotation for Machine Learning

Why does image annotation matter in the world of machine learning? The answer is simple. The images you use to train, validate, and test your algorithms will directly impact the performance of your AI project. Every image in your datasets matters. The goal of a training dataset is to train

Image and Video Annotation for the Shipping Industry

Image and Video Annotation for the Shipping Industry

Maritime trade is an extremely competitive and low-margin business. Despite this ever increasing global demand for shipping services means that there are significant potential advantages to be gained from improving efficiency, reliability, and safety in shipping and port operations. Computer vision based AI systems are now playing a part in