ktrain
konfuzio-sdk
ktrain | konfuzio-sdk | |
---|---|---|
2 | 2 | |
1,211 | 54 | |
- | - | |
8.4 | 9.3 | |
26 days ago | 6 days ago | |
Jupyter Notebook | Jupyter Notebook | |
Apache License 2.0 | MIT License |
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ktrain
- Use TensorFlow to run basic regressions like Google AutoML (tabular)
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Increase accuracy of NLP sentiment analysis?
Could be the last resort: pre-trained transformers through ktrain (ktrain has very detailed tutorials and examples)
konfuzio-sdk
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Show HN: Annotate Images and Scans with BIO-Scheme Using Konfuzio SDK
The flair model requires the data structure to be in the BIO scheme and to be saved in a text file. In this case, to convert the visual annotations to the BIO scheme, we only need to get the start and end offsets of each annotation and its label. This conversion can be done using the method get_text_in_bio_scheme() of the Document class.
Find the source code here https://github.com/konfuzio-ai/document-ai-python-sdk/blob/b...
Many other file types are supported. Have a look at https://dev.konfuzio.com/web/api.html#supported-file-types
- Retrain Flair NER-Ontonotes-Fast with Human Revised Annotations Using Python
What are some alternatives?
best-of-ml-python - 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
pythoncode-tutorials - The Python Code Tutorials
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edenai-apis - Eden AI: simplify the use and deployment of AI technologies by providing a unique API that connects to the best possible AI engines
GatedTabTransformer - A deep learning tabular classification architecture inspired by TabTransformer with integrated gated multilayer perceptron.
PyMuPDF-Utilities - Demos, examples and utilities using PyMuPDF
Deep-Learning-Computer-Vision - My assignment solutions for Stanford’s CS231n (CNNs for Visual Recognition) and Michigan’s EECS 498-007/598-005 (Deep Learning for Computer Vision), version 2020.
ocrpy - OCR, Archive, Index and Search: Implementation agnostic OCR framework.
do-it-in-keras - Modern Deep Learning architectures and tasks implemented in Keras.
edenai-python - The best AI engines in one API: vision, text, speech, translation, OCR, machine learning, etc. SDK and examples for Python developers.
Mask-RCNN-Implementation - Mask RCNN Implementation on Custom Data(Labelme)
Multi-Type-TD-TSR - Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition: