[beijbom]

Chiming in on the weak labeling question: As of right now, you can use outside libraries like skweak to create weak labels offline and then PUT those using our API (https://www.nyckel.com/docs#update-annotation). This wouldn't cost anything since we only charge for invokes, but it requires some work.

We may look at adding weak labeling as a first class feature of our site down the road, but we are not yet sure we need to. With the powerful semantic representations offered by the latest deep nets, we find that smaller number of hand-annotated samples often suffice for the desired accuracy which makes the whole annotation process simpler and faster. Of course, if you have data & evidence to the contrary, we'd love to take a look.