Features: Snorkel AI provides a platform for automating data labeling, and has the technology to streamline labeling work, especially by utilizing knowledge graphs. By automating data labeling work, which usually requires a lot of time and cost, it accelerates the training of machine learning models. Snorkel AI’s technology is characterized by its ability to automatically label complex data sets and quickly build highly accurate AI models.
Use cases: It is used in fields where large amounts of data labeling are required for the development of machine learning models, especially in industries such as healthcare, finance, law, and natural language processing (NLP). In particular, it significantly reduces the work of data labeling and supports rapid model development.
URL: https://snorkel.ai/