4 ms·
Not the OP, but if doing this at scale, I'd consider a quorum approach using several models and looking for a majority to agree (otherwise bump it for human rev
by petercooper 2y ago
Not the OP, but if doing this at scale, I'd consider a quorum approach using several models and looking for a majority to agree (otherwise bump it for human review). You could also get two different approaches out of each model by using purely the model and external OCR + model and compare those too.
- coredog64 2y agoI’m working on a problem in this space, and that’s the approach I’m taking. More detailed explanation: I have to OCR dense, handwritten data using technical codes. Luckily, the form designers included intermediate steps. The intermediate fields are amenable to Textract, so I can use a multimodal model to OCR the full table and then error check.