Data annotation & labeling blog.

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Maxim Dupont

Maxim Dupont is the founder of LabelVisor, a scientist & software engineer. His hobby of writing tech reviews has become his new way of life. His belief is that together we can achieve the best world.

Machine learning hardware that can be trained with an optical chip

Machine learning hardware that can be trained with an optical chip

Using a chip developed by a multi-institutional research team, machine learning hardware can be trained. The research was published in Optica 23.11.2022. A recent McKinsey report estimates that machine learning applications are worth $165 billion annually. However, before a machine is able to perform intelligence tasks such as

Data Annotation

Quality Control Practices for Data Annotation

Not all data is created equal. Whether it’s videos or images, the quality of your data can completely determine the success or failure of your project. This is where quality control comes into play. With the right processes and practices, potential issues can be avoided from the start. Data

Data annotation for autonomous vehicles

How do you use data annotation for autonomous vehicles?

For autonomous vehicles, data annotation is crucial. They use it to learn how to identify and interact with the environment. It involves the process of labeling data and then using it to train machine learning models. Of course, you can use data annotation for any data. But it is beneficial

British Antarctic Survey

The use of artificial intelligence to navigate polar ships

An artificial intelligence (AI) tool developed by British Antarctic Survey (BAS) researchers will assist ships in navigating polar ocean conditions more efficiently. The tool is intended to reduce carbon emissions as well as improve scientific research. Developed by the BAS AI Lab, the system will assist the crew of the

AI data standards

New AI data standards outlined by scientists

An undamaged bi-crystal gold sample with Bragg diffraction peaks visualized in 15x15 pixels. Height is photon count. ThetaGPU processed data collected at the Advanced Photon Source. Eliu Huerta/Argonne National Laboratory. Many budding bakers have to adapt award-winning recipes to fit their kitchen setups. A prize-winning chocolate chip cookie can

Labeling

Building better models with annotated data

Data annotation is the process of labeling data with metadata. It is an important part of these ML algorithms because it helps ensure that it works as expected. These models reflect the intentions of their designers. Without a clear understanding of what “correct” categorization looks like, many of these models

AI in industrial settings

Using artificial intelligence to locate objects in industrial settings

Indoor positioning is a big part of the industrial sector's digital transformation. From logistics to health care, tracking objects, assets and people accurately and cheaply could save companies time, money, and resources. Professor Xavier Vilajosana coordinates the university's participation in a new European project that'