This is really cool. The annotation-to-testing-to-annotation-etc. Feedback loop makes a ton of sense, and I'd encourage others who may be confused on this post to look at the Automotus case study https://encord.com/customers/automotus-customer-story/ for the annotation side, but my understanding is the relationship between model outputs and annotation steering is out of scope for that project - do you know of... - Source: Hacker News / 5 months ago

Spacy [0] is a state-of-art / easy-to-use NLP library from the pre-LLM era. This post is the Spacy founder's thoughts on how to integrate LLMs with the kind of problems that "traditional" NLP is used for right now. It's an advertisement for Prodigy [1], their paid tool for using LLMs to assist data labeling. That said, I think I largely agree with the premise, and it's worth reading the entire post. The steps... - Source: Hacker News / 9 months ago

Prodigy AI - Offers software engineers career coaching, skill assessment, and job matching. Visit Prodigy AI. - Source: dev.to / 10 months ago

I essentially want to use a Combo of OCR + NER to attempt to identify this, but I'm not sure NER is well suited for this, as it is not natural language, so there is little context to go off of. I was thinking of perhaps using Prodigy, a data annotation tool, to annotate Candidate Names, Races, etc, and perhaps it will be able to learn off of image data alone wheat these fields tend to look like. Source: about 1 year ago

I come from a similar application area, where I try to tag (annotation/label) a taxonomy of products iteratively. You are trying something slightly different, AFAIU, labeling a flat set of songs, each song with a set of tags from ontology (directed graph)From an application point of view, this is what taxonomists often do, when migrating products from one catalog to another: mapping one taxonomy to another. There... Source: over 1 year ago

i'm building a diagramming tool (https://terrastruct.com) and still umm and ah b/t it. I'm kind of waiting for webgpu to reach 95+% browser support before switching though. If I do all the work of switching, SVG better not get gpu/hardware-acceleration support the next day. - Source: Hacker News / about 1 year ago

D2 from Terrastruct is a diagram scripting language that turns text into diagrams. - Source: dev.to / over 1 year ago

Terrastruct.com — Online diagram maker specifically for software architecture. Free tier up to 4 layers per diagram. - Source: dev.to / over 1 year ago

Thank you! Yeah, you can play with it on https://terrastruct.com. Apologies that it requires an account right now, it'll have a playground that doesn't require an account soon. Source: almost 2 years ago

I'm a big fan of Terrastruct (https://terrastruct.com/). They focus on building great software for visualizing complex software architecture. Their secret sauce is this idea of attention where they allow you to zoom in and out so you can get the 10 foot view or 10,000 foot view, whatever you find most useful. - Source: Hacker News / about 2 years ago