Data Annotation Types and Benefits of tools
Data Annotation tool is cloud-based, on-premise, or containerized software that can be used to make annotations on production-quality training data to aid in machine learning. While some companies opt for a DIY approach and develop the tools themselves, plenty of data annotation tools are available as open and free software. They are also available commercially, both for lease and purchase. The data annotation tools are generally developed to be used with particular data types, like video, images, text, audio, spreadsheet data, or sensor data. Open source is the best option for tools for data annotation. There are open-source Data annotation tools that are available. You can use an open-source tool to help yourself or utilize it to kick-start your build process. There are a variety of open source projects to help you with tools that deal with video, image natural language processing and transcription. Using such tools is a good choice for a project that is only a once-off. Howev