pycm
InvoiceNet
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pycm | InvoiceNet | |
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18 | 4 | |
1,429 | 2,382 | |
- | - | |
5.0 | 3.9 | |
2 months ago | about 2 months ago | |
Python | Python | |
MIT License | MIT License |
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pycm
- PyCM 4.0 Released: Multilabel Confusion Matrix Support
- PyCM 3.9 Released: Log-loss Support
- PyCM 3.8 Released: Distance/Similarity Support
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[P] PyCM 3.7 released: ROC curve and Precision-Recall curve are added
The complete change log of this version is available here.
- PyCM 3.7 Released: ROC/PR Curve Support
- PyCM 3.6 released: Multi-class confusion matrix library in Python
- PyCM 3.5 released: Multi-class confusion matrix library in Python
- PyCM 3.4 released: Multi-class confusion matrix library in Python
- [P] PyCM 3.3 released: Comparison of Classifiers Based on Confusion Matrix
InvoiceNet
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How would you annotate resumes for object detection?
You can also possibly look at invoice extraction tools such as https://github.com/naiveHobo/InvoiceNet. They solve a similar issue and are researched fairly well, since there is a big market for that.
- Pdfsandwich
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Extract informations from invoices with machine learning
Also, I would suggest you to use this codebase: https://github.com/naiveHobo/InvoiceNet
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P Information Extraction From A Document
You can check out this repository. It contains an implementation of some recent research in deep learning for information extraction on invoices. https://github.com/naiveHobo/InvoiceNet
What are some alternatives?
seq2seq - A general-purpose encoder-decoder framework for Tensorflow
GLOM-TensorFlow - An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
pytorch2keras - PyTorch to Keras model convertor
AI-Expert-Roadmap - Roadmap to becoming an Artificial Intelligence Expert in 2022
awesome-document-understanding - A curated list of resources for Document Understanding (DU) topic
pretty-print-confusion-matrix - Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib
Mask-RCNN-TF2 - Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.0
pyod - A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
ripgrep-all - rga: ripgrep, but also search in PDFs, E-Books, Office documents, zip, tar.gz, etc.
mlnotify - 🔔 No need to keep checking your training - just one import line and you'll know the second it's done.
OCRmyPDF - OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched