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Yes, machine learning is a powerful tool that enables computers to learn from data and make predictions or decisions without being explicitly programmed. However, accurate predictions and correct decisions are based on the ML model understanding patterns and being able to generalize to new, unseen data. Which leads us to overfitting and underfitting in machine […]

As a subcategory of data annotation, video annotation is used in training AI models and improving their accuracy. But what exactly is video annotation and how does it work? In this comprehensive guide, we will dive into the world of video annotation, exploring its importance, methods, and best practices. Whether you’re a beginner or an […]

Data labeling, a pivotal aspect of machine learning models and artificial intelligence, involves the systematic process of adding descriptive metadata or labels to raw data. These labels serve as the foundation for training AI algorithms to recognize patterns, objects, and entities within the data. In this comprehensive guide, we will explore the intricacies of data […]

In 2023, there are several image annotation tools that stand out for their advanced features, ease of use, and competitive pricing. These tools are designed to streamline the annotation process and enhance the efficiency of any annotation workflow. In this article, we’ll be covering the six best image annotation tools in 2023, along with their […]