Re:Launch HN: Datasaur (YC W20) – data labeling interface fo...
by flyx on Saturday March 07, 2020 @03:49AM
(#22510656)
We're fans of brat and are hoping to take it to the next level. We devoted many hours to ensuring a highly performant web app on the latest modern tech stack. Additionally we're expanding beyond a labeling interface to include semi-automated annotation, as well as team management capabilities.
Re:Launch HN: Datasaur (YC W20) – data labeling interface fo...
by agusgun on Saturday March 07, 2020 @03:32AM
(#22510571)
I think the semi-automated annotation tool is quite the same with prodigy
Re:Launch HN: Datasaur (YC W20) – data labeling interface fo...
by flyx on Saturday March 07, 2020 @03:47AM
(#22510651)
Both can be described as semi-automated annotation, but we use different approaches! Datasaur allows you to plug in any pre-existing model to pre-label or validate your labels. One such model we integrate with is spaCy, so we're certainly fans of the Prodigy/Explosion team.
Re:Launch HN: Datasaur (YC W20) – data labeling interface fo...
by mrgordon on Saturday March 07, 2020 @07:24AM
(#22511237)
Yes it is more similar to Figure Eight Text Annotation which allows you to use pre-existing models including Spacy or you can bring your own model
https://www.figure-eight.com/platform/machine-learning-assis...
It doesn't include a ML assistant though.
We have built a semi-automated annotation tool for our internal use too. ML models help classify documents and extract named entities by making suggestions. Sometimes I'm thinking of spinning it off as a standalone product but not sure how big the market would be.