https://analyticsindiamag.com/ai-features/sachin-duggal-spea...
https://www.wsj.com/articles/ai-startup-boom-raises-question...
https://techcrunch.com/2019/11/25/engineer-ai-launches-its-b...
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Disclaimer: I'm the founder.
What I want to do is reading handwritten documents from the 18th century, and I feel like the multistep approach hits a hard ceiling there. Transkribus is multistep, but the line detecion model is just terrible. Things that should be easy, such as printed schemas, utterly confuse it. You simply need to be smart about context to a much higher degree than you need in OCR of typewriter-written text.
There are some heuristic ways of doing it but i doubt you'll be able to distinguish equations from text.