Tag: Annotation Tools
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Best Open-Source Annotation Tools for NLP and ML
When creating high-quality datasets for machine learning, annotation is crucial. Open-source annotation tools like Label Studio, Doccano, INCEpTION, brat, and TagTog offer versatile features for text, image, video, and audio data. Each tool has specific strengths and limitations, making them suitable for different annotation tasks and user needs.
Multi-Language NLP Annotation Made Easy with Doccano
Doccano is a popular open-source annotation tool for NLP tasks. With a web-based interface, it supports multilingual annotation, various annotation types, easy collaboration, and data import/export. It can be set up via Docker or directly installed and has use cases in healthcare, legal, sentiment analysis, and academic research. Its future…