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.

data labeling

Ensuring label fairness and bias reduction in data labeling

Data labeling is a critical process in machine learning, where humans annotate data to create a training set for algorithms. However, the accuracy and fairness of data labeling can directly impact the performance and ethical considerations of machine learning models. In recent years, there has been a growing concern about

robots

Psychologists, physicists, and geometric engineers work together to make robots more intelligent

The self-supervised learning framework Columbia Engineers call DextAIRity learns to effectively perform a target task through a sequence of grasping or air-based blowing actions. Using visual feedback, the system uses a closed-loop formulation that continuously adjusts its blowing direction. We are surrounded by robots everywhere, from drones that film videos

image annotation

AI In Diagnosis: How AI Is Transforming Medical Diagnosis

Artificial intelligence (AI) is rapidly transforming the field of medicine, from diagnosis to drug discovery and personalized treatment plans. As AI continues to advance, its potential to revolutionize healthcare is becoming more evident. In this article, we will explore the top three use cases of AI in medicine that are

Data Annotation Tools

Data Annotation Tools Market Size Report, 2022-2023

The data annotation tools market is rapidly expanding as more businesses and industries recognize the importance of high-quality data for their operations. Data annotation tools are software applications that enable users to label and annotate data, making it easier to analyze and use for various purposes. With the increasing demand

Video Annotation

Video Annotation: In-depth guide and Use Cases

In this in-depth guide, we will explore the world of video annotation, its importance, and its various applications. We will delve into the different types of video annotation and the tools and techniques used for annotation. We will also discuss best practices for video annotation, including how to ensure accuracy

Data Annotation for Autonomous Driving

A Code of Practice on Data Annotation for Autonomous Driving

As the development of autonomous driving technology continues to progress, the need for high-quality data annotation has become increasingly important. Data annotation is the process of labeling and categorizing data sets to train machine learning algorithms. In the context of autonomous driving, this means labeling images, videos, and other sensor

AI requires biology

AI requires biology: computers powered by human brain cells

Researchers from John Hopkins University and Dr. Johns Hopkins University believe the time has come to develop a new type of computer. It was Brett Kagan's responsibility to lead the development of DishBrain, a project in which human cells in a petri dish learned to play Pong. He