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 Annotation

Manual Data Annotation vs. Augmented Annotation: Pros and Cons

Data annotation is the process of labeling data to make it understandable for machines. It is a crucial step in machine learning, natural language processing, and computer vision. However, data annotation can be a time-consuming and labor-intensive process. To address this issue, two methods have emerged: manual data annotation and

security robot

Philadelphia Lowe's stores are equipped with security robots, nicknamed 'snitchBOTs'

Over the past month, customers at Lowe's stores throughout Philadelphia have been greeted by an unusual sight in parking lots—a 5-foot-tall, egg-shaped security robot emitting a cosmic whirring noise as it glides across the pavement. The survival of these robots in the city, given Philadelphia's

Document Annotation

Why Document Annotation is a Game-Changer in Text Processing

What is Document Annotation? Document annotation means using a machine learning (ML) tool or AI technology to find and pull out specific details from a document based on certain rules. This way, instead of looking through a whole document, you can easily find the information you need. It also helps

Image Annotation Tools

12 Best Image Annotation Tools of 2023

As the use of artificial intelligence (AI) continues to grow, the demand for high-quality image annotation tools has never been greater. Image annotation is the process of adding metadata to images, such as labels or tags, to make them more easily recognizable and searchable by machines. This process is crucial

AI in aviation

A new AI system predicts delays and hazards in aviation

A project at Mälardalen University (MDU) has led to the development of an AI system capable of calculating delays, predicting hazards, and identifying disruptions in the aviation industry. This system not only aids air traffic controllers in anticipating and conveying potential disruptions to passengers and aviation operators, but it also

Racial bias in artificial intelligence

Racial bias in artificial intelligence restricts access to healthcare and financial services

From banks to police forces, artificial intelligence plays a vital role in modern life. In spite of this, an increasing body of evidence suggests that the AI used by these organizations is capable of entrenching systemic racism. According to a leading industry expert, this can negatively impact Black and ethnic

bias in large language models

There is a bias in large language models. Is logic able to save them?

Apparently, even language models perceive themselves to be biased. In response to the question in ChatGPT, the author replied, "Yes, language models have biases since they reflect the biases of society in which they were collected. Language models can perpetuate and amplify these biases, for example, if they are