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

Data Annotation: Types and Use Cases for Machine Learning

Machine learning is how AI is trained. It is different from regular computer programming used to create AI. For AI to be able to make use of data, humans must manually add even more metadata. That process is known as data annotation. Just as many kinds of AI automate different

Deep learning models

Deep learning models can be skewed by network pruning, according to researchers

A recent study conducted by computer scientists has demonstrated that models based on deep learning can be adversely affected by a commonly used technique called neural network pruning. The study also describes what causes these performance problems and demonstrates a method for addressing them. Artificial intelligence, such as deep learning,

Image annotation

Defining Image Annotation and How it Works

Image annotation is the tagging, labeling, or identifying image sections to train an AI system. AI won’t know how to identify or recognize important data presented to it without image annotation. Image annotation is essential for AI machine learning to occur. This also makes it essential to the future

Data Annotation

Robust Data Annotation for Autonomous Vehicles

Creating models to operate a self-driving vehicle safely is the job of well-designed training data. The data must be robust and reflective of the world. For example, cars operate in different weather, road conditions, and environments. The actions of other manned vehicles are often unpredictable. Cars must predict and incorporate

TechCrunch

Human-perception-based AI algorithms

Taking a physics-based approach to how humans perceive the world, Kavita Bala has developed a new generation of artificial intelligence systems. Human perception is likely overlooked when it comes to computers. After all, what does the logic of a computer have to do with our sensory abilities and brain processes?

Video Annotation Tool

12 Best AI Video Annotation Tools of 2023 [Updated]

Video annotations are a way to add extra information to the video. You can add them before, during, or after recording and use them for many purposes. AI video annotations are standard in computer vision projects and machine learning systems. They can help improve accuracy by providing more context for

Data annotation

Data Annotation for Machine Learning Tutorial: Definition, Tools, Datasets

Data annotation for machine learning often requires collaboration between humans and computers. Specifically, humans annotate the data by adding metadata about what each item represents or how to use it. Computers learn from these human-created labels to recognize similar patterns in new datasets. In this tutorial, you'll learn