Comments (4)
That's just an interface class that's used to implement the main ACP and Parser models.
The main ACP model is implemented here. You can find the deeper model architecture and the parser models by following the imports from this module.
from invoicenet.
Okay thanks!
I just want to clarify about the process.
The model uses pdf text to parse the required data right ? Or you can please clarify the process.
from invoicenet.
Nope, PDF text is never used. I tested on a dataset of about 10000 documents and I finally decided to use an OCR in all cases. Using an OCR at the initial stage of data processing had some benefits:
- Enabled a universal pipeline for PDFs with embedded text, scanned documents, and images
- Some PDFs that had embedded text sometimes missed out on some important sections in the PDF (eg. the logo). Using the embedded text in this case meant there was no way to verify if I'm actually able to extract all readable significant text from the PDF or not.
Each input document is first converted to an image and the text along with the bounding box information is extracted using Tesseract. Using an OCR here means that the performance of the model will always be limited by the performance of the OCR, but I can say that Tesseract performed well for documents with a good resolution (which was true for about 95% of the dataset I used).
from invoicenet.
Closing this issue for now since it's not exactly an error. We can still continue the discussion here if you have any more questions.
from invoicenet.
Related Issues (20)
- Index HOT 1
- New Thread in training
- Predict Accuracy
- How to extract the address information from the Invoice HOT 1
- IndexError: list index out of range HOT 2
- Multiple Fields training HOT 1
- Time Complexity of Training each field
- How to change Tesseractlanguage to french ?
- Multiple pages Training
- run application in docker container
- Project dead? HOT 3
- Data Preparation
- Training data for the model
- Training: ValueError: Cannot reshape a tensor
- Installation Problem HOT 11
- Error installing on Ubuntu
- Want to prepare a dataset HOT 1
- Can not predict on the Centos 7 platform
- Not able to prepare Train Data HOT 1
- illegal hardware instruction on m1 mac
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from invoicenet.