From 0d12634f55840d045eb773bd946720b5d9270b49 Mon Sep 17 00:00:00 2001 From: agropunx Date: Mon, 10 Oct 2022 16:03:27 +0100 Subject: [PATCH] first commit --- .gitignore | 164 +++++++++++++++++++++++++++++++++++++++++++++++++++++ README.md | 39 +++++++++++++ 2 files changed, 203 insertions(+) create mode 100644 .gitignore create mode 100644 README.md diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..805b98b --- /dev/null +++ b/.gitignore @@ -0,0 +1,164 @@ +.ipynb_checkpoints/ +*.csv +*.png +*.PNG +*.jpg +*.jpeg +*.mp4 +*.mp3 +*.swm +*.tiff +*.mkv +*.webm +*.part +*.ytdl +*.ytdl +*.swf +*.ini +*.pt + +colemano/train/ASL/dynamic/WLSASL/* + +colemano/train/ASL/static/data/* + + +# ---> Python +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +# .python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + diff --git a/README.md b/README.md new file mode 100644 index 0000000..c5b43d8 --- /dev/null +++ b/README.md @@ -0,0 +1,39 @@ +## install + +0. to install anaconda: + + https://docs.anaconda.com/anaconda/install/linux/ + +1. create geografia conda environment and install required dependencies: + + `conda env create -f geografia_research.yaml` + +2. activate geografia_research environment + `conda activate geografia_research` + + +## usage + +geografia_research python module currently has two main subcomponent ColeMano and ccq (ChatCalledQuest). + +#### __Colemano__ + +Sign Gesture Recognition from videos with Convolutional Neural Network + +launch flask demo with: + +`python colemano/flask/app.py` + +open your browser and go to http://127.0.0.1:5000/ + +... the more the background on you video is uniform and clear, the better will be the performances + +#### __ccq - Chat Called Quest__ + +Natural Language Processing playground with state of the art transformers modela (BERT, GPT2 ecc) focused on the following possible translations axis: +- gloss2spoken +- sign2spoken +- pose2spoken + + +