Spaces:
Running
Running
Lukas Blecher
commited on
Commit
•
44b8827
1
Parent(s):
2b67b57
init latex ocr
Browse files- .gitignore +142 -0
- app.py +37 -0
- checkpoints/image_resizer.pth +3 -0
- checkpoints/weights.pth +3 -0
- requirements.txt +2 -0
.gitignore
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# Byte-compiled / optimized / DLL files
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__pycache__/
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*.py[cod]
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*$py.class
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# C extensions
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*.so
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# Distribution / packaging
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.Python
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build/
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develop-eggs/
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dist/
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downloads/
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eggs/
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.eggs/
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# lib/
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lib64/
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parts/
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sdist/
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var/
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wheels/
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pip-wheel-metadata/
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share/python-wheels/
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*.egg-info/
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.installed.cfg
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*.egg
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MANIFEST
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# PyInstaller
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# Usually these files are written by a python script from a template
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# before PyInstaller builds the exe, so as to inject date/other infos into it.
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*.manifest
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*.spec
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# Installer logs
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pip-log.txt
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pip-delete-this-directory.txt
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# Unit test / coverage reports
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htmlcov/
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.tox/
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.nox/
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.coverage
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.coverage.*
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.cache
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nosetests.xml
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coverage.xml
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*.cover
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*.py,cover
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.hypothesis/
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.pytest_cache/
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# Translations
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*.mo
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*.pot
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# Django stuff:
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*.log
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local_settings.py
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db.sqlite3
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db.sqlite3-journal
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# Flask stuff:
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instance/
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.webassets-cache
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# Scrapy stuff:
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.scrapy
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# Sphinx documentation
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docs/_build/
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# PyBuilder
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target/
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# Jupyter Notebook
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.ipynb_checkpoints
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# IPython
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profile_default/
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ipython_config.py
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# pyenv
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.python-version
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# pipenv
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# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
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# However, in case of collaboration, if having platform-specific dependencies or dependencies
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# having no cross-platform support, pipenv may install dependencies that don't work, or not
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# install all needed dependencies.
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#Pipfile.lock
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# PEP 582; used by e.g. github.com/David-OConnor/pyflow
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__pypackages__/
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# Celery stuff
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celerybeat-schedule
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celerybeat.pid
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# SageMath parsed files
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*.sage.py
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# Environments
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.env
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.venv
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env/
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venv/
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ENV/
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env.bak/
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venv.bak/
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# Spyder project settings
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.spyderproject
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.spyproject
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# Rope project settings
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.ropeproject
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# mkdocs documentation
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/site
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# mypy
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.mypy_cache/
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.dmypy.json
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dmypy.json
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# Pyre type checker
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.pyre/
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notebooks/**
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!notebooks/LaTeX_OCR*.ipynb
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.ipynb_checkpoints/
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**/dataset/data/**
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wandb/
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pix2tex/model/checkpoints/**
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!pix2tex/model/checkpoints/*.py
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!**/.gitkeep
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.vscode
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.DS_Store
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test/*
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app.py
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import os
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from PIL import Image
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import streamlit
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from pix2tex.cli import LatexOCR
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args = {'checkpoint': os.path.realpath(os.path.join(os.path.dirname(__file__), 'checkpoints/weights.pth')), 'no_resize': False}
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model = LatexOCR(args)
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if __name__ == '__main__':
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streamlit.set_page_config(page_title='LaTeX-OCR')
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streamlit.title('LaTeX OCR')
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streamlit.markdown(
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'Convert images of equations to corresponding LaTeX code.\n\nThis is based on the `pix2tex` module. Check it out [![github](https://img.shields.io/badge/LaTeX--OCR-visit-a?style=social&logo=github)](https://github.com/lukas-blecher/LaTeX-OCR)')
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uploaded_file = streamlit.file_uploader(
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'Upload an image an equation',
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type=['png', 'jpg'],
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)
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if uploaded_file is not None:
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image = Image.open(uploaded_file)
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streamlit.image(image)
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else:
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streamlit.text('\n')
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if streamlit.button('Convert'):
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if uploaded_file is not None and image is not None:
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with streamlit.spinner('Computing'):
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response = model(image)
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if response.ok:
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latex_code = response.json()
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streamlit.code(latex_code, language='latex')
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streamlit.markdown(f'$\\displaystyle {latex_code}$')
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else:
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streamlit.error(response.text)
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else:
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streamlit.error('Please upload an image.')
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checkpoints/image_resizer.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:1c3820659985ad142b526490bb25c23d977176ac2073591b3bddada692718458
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size 19441973
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checkpoints/weights.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:a63d9141c53d266cb682fb5a8bd83bd5cbe283145e0e78ebdc0f895195a1dfaa
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size 102113875
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requirements.txt
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pix2tex
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streamlit
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