Data-Centric Computer Vision eBook

The Future of Computer Vision is Data-Centric

Instead of needing a lifetime of input to be able to react in the real world, great computer vision solutions leverage the right combination of models and datasets that match the task at hand. Today, you need to have the right data-centric approach to build successful computer vision applications, using advanced tools and specialized annotators. You might be dealing with …

Appen Data Annotation Services

What is Data Annotation?

Text, audio, image, or video becomes training data for machine learning through data annotation, with the help of people and technology. Building an AI or ML model that acts like a human requires large volumes of training data. For a model to make decisions and take action, it must be trained to understand specific information via data annotation. But what …

Build or Buy Data Annotation Tools

Should You Build or Buy a Data Annotation Tool?

Key Considerations for Developing a Data Annotation Solution for Your AI Models You want to use artificial intelligence (AI) within your business, but how do you make sure you choose the best strategy moving forward? First, you’ve likely determined a business problem, an AI-based solution, and the use cases of that solution. But the next step is a little more …