First Project Data won't load to prodigy

[ryanwesslen]

@GitMatt-design

My main project is to OCR menus and sort it by their groups which would be the span IE all pop/soda would be in one group. when it reads it as menu items and price is self explanatory.

Thanks for the background.

If it would help, we've had similar requests for annotating invoices with Prodigy and/or spaCy. I wrote a recent post with examples, including LJ's nice project/blog showing how to annotate with Prodigy with a Huggingface model-in-the-loop:

Invoice Parsing using Spacy

hi @ankitladva11! If your invoices are pdfs, my colleague @ljvmiranda921 wrote an excellent and detailed blog on creating a document processing workflow with Prodigy and fine-tuning HuggingFace's LayoutLMv3: [prodigy_correct (1)] [image] Also, a lot of Matt's suggestions require a good knowledge of spaCy. If your questions are spaCy-specific, you'll be better off posting questions on the spaCy GitHub discussions forum. That's where the spaCy core team answers questions and they have answe…

You can also clone his project repo. If you try this, I would recommend trying first with Prodigy v1.11.14 (i.e., run pip install prodigy==1.11.14 -f https:// XXXX-XXXX-XXXX-XXXX @download.prodi.gy, where xxxx is your license key). The reason is there could be breaking changes in v1.12 or v1.13.

Although, this is an intermediate-to-advanced Prodigy project as you'll need to read up on some basics about spaCy projects and setting up tesseract for OCR and huggingface for the model-in-the-loop. But it may be helpful to see what can be done with Prodigy, especially if this is one of your first NLP projects. Let me know if you want to try this out and I can coach you on how to try to reproduce LJ's project first before adding in your data.