nougat
voyager
| nougat | voyager | |
|---|---|---|
| 13 | 4 | |
| 8,155 | 1,167 | |
| 3.5% | 2.7% | |
| 7.5 | 7.9 | |
| 28 days ago | about 1 month ago | |
| Python | C++ | |
| MIT License | Apache License 2.0 |
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nougat
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Show HN: Talk to any ArXiv paper just by changing the URL
https://github.com/facebookresearch/nougat/tree/main
- FLaNK Stack for 04 December 2023
- Detexify LaTeX Handwriting Symbol Recognition
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Pix2tex: Using a ViT to convert images of equations into LaTeX code
If you're looking for more e2e math / latex aware OCR checkout https://github.com/facebookresearch/nougat
- Nougat: Open-source LaTeX aware OCR for math-heavy books
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Did anyone manage to get nougat running?
git clone --recurse-submodules https://github.com/facebookresearch/nougat.git PyProject
- Nougat: Facebook Research PDF to .mdd Model
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Linear Book Scanner – The open-source automatic book scanner
> For the scientific literature, we need a ChatGPT equivalent to reconstruct LaTeX source that can reproduce each page. (We really need a successor to LaTeX that isn't such an arcane language, and can author fixed and flowable text with equal ease.)
Check out Nougat: OCRing scientific papers with a deep net trained end to end. It was released by Meta a few days ago.
“PDF format leads to a loss of semantic information, particularly for mathematical expressions. We propose Nougat (Neural Optical Understanding for Academic Documents), a Visual Transformer model that performs an Optical Character Recognition (OCR) task for processing scientific documents into a markup language, and demonstrate the effectiveness of our model on a new dataset of scientific documents.”
https://facebookresearch.github.io/nougat/
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Nougat: Neural Optical Understanding for Academic Documents
The paper (and examples) as HTML: https://facebookresearch.github.io/nougat/
Repo with code, including a CLI tool for converting a PDF to Mathpix Markdown: https://github.com/facebookresearch/nougat
voyager
- FLaNK Stack for 04 December 2023
- Voyager: An approximate nearest-neighbor search library for Python and Java
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Approximate Nearest Neighbors Oh Yeah
Annoy came out of Spotify, and they just announced their successor library Voyager [1] last week [2].
[1]: https://github.com/spotify/voyager
- Voyager: A Library for Approximate Nearest-Neighbor Search by Spotify
What are some alternatives?
LIMoE-pytorch - PyTorch implementation of LIMoE
marker - Convert PDF to markdown quickly with high accuracy
libcolorpicker - Color Picker Library For iOS
tensorflow - An Open Source Machine Learning Framework for Everyone
typst - A new markup-based typesetting system that is powerful and easy to learn.
mlpack - mlpack: a fast, header-only C++ machine learning library
advanced-brightness-slider-tweak - iOS Tweak that manipulates the brightness slider in the control center so the display brightness and the white point intensity can be modified
MITIE - MITIE: library and tools for information extraction
NotiBlock - An iOS jailbreak tweak to write custom filters to block notifications
LightGBM - A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
LaTeX-OCR - pix2tex: Using a ViT to convert images of equations into LaTeX code.
onnx-models - A copy of ONNX models, datasets, and code all in one GitHub repository. Follow the README to learn more.