I see the snorkel logo on the website and they recently also launched snorkel flow for data annotation and model training. There isn't much detail on that, but I wonder is there any advantage humanloop has over that?
On the same track, prodigy also has a prodigy team version that is being ready for launch forever. So glad you guys are few steps ahead.
I am also building a labeling interface myself because I couldn't find the right product for my needs(I have tried tools like label studio, doccano, prodigy, dataturks and ml annotate). They just miss one thing or the other. I really wish there is one place that features like HTML support, hierarchical labels, active learning, batch labeling, project tracking, multi user management and most important the UI/UX are all well put together.
Hi,
sorry I missed this is earlier! We're in many ways complementary to weak labelling techniques (like Snorkel) and are actually working to include them in the tool. We think weak labelling is a great way to overcome cold starts and active learning then helps you improve rapidly.
The big difference between us and Snorkel is our emphasis on active learning and HITL deployment. We think the existing paradigm of ML deployment is very waterfall and slow.
Would love to hear about the annotation interface your building. Agree there should be one place with all those features! (We're hoping it will be Humanloop ;) ).
I see the snorkel logo on the website and they recently also launched snorkel flow for data annotation and model training. There isn't much detail on that, but I wonder is there any advantage humanloop has over that?
On the same track, prodigy also has a prodigy team version that is being ready for launch forever. So glad you guys are few steps ahead.
I am also building a labeling interface myself because I couldn't find the right product for my needs(I have tried tools like label studio, doccano, prodigy, dataturks and ml annotate). They just miss one thing or the other. I really wish there is one place that features like HTML support, hierarchical labels, active learning, batch labeling, project tracking, multi user management and most important the UI/UX are all well put together.