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GitHub / vb100 / Pneumonia-X-Rays-of-Human-Lungs-AI-project
This projects includes both back-end (Keras, Flask with dependencies) and front-end/deployement (HTML, CSS, JS) parts. The project perform X-rays of human lungs classifiaction using Convolutional Neural Networks with automated image pre-processing and internal procedures. Saved files of inspected models are saved on specific folders in project directory.
Stars: 30
Forks: 28
Open Issues: 19
License: None
Language: Jupyter Notebook
Repo Size: 170 MB
Dependencies:
136
Created: over 4 years ago
Updated: 1 day ago
Last pushed: over 1 year ago
Last synced: 1 day ago
Files
Dependencies
- Cython ==0.28.5
- Flask ==1.0.2
- Flask-Compress ==1.4.0
- Jinja2 ==2.10
- Keras ==2.2.4
- Keras-Applications ==1.0.7
- Keras-Preprocessing ==1.0.9
- Markdown ==3.1
- MarkupSafe ==1.0
- Pillow ==6.0.0
- PyWavelets ==1.0.3
- PyYAML ==3.13
- Pygments ==2.2.0
- SQLAlchemy ==1.2.12
- Send2Trash ==1.5.0
- Werkzeug ==0.14.1
- absl-py ==0.7.1
- astor ==0.7.1
- audioread ==2.1.6
- backcall ==0.1.0
- bleach ==2.1.4
- boto3 ==1.9.151
- botocore ==1.12.151
- cachetools ==2.1.0
- certifi ==2018.8.24
- cffi ==1.13.1
- chardet ==3.0.4
- click ==6.7
- colorama ==0.3.9
- cx-Freeze ==5.1.1
- cycler ==0.10.0
- decorator ==4.3.0
- distro ==1.4.0
- dnspython ==1.16.0
- docutils ==0.14
- entrypoints ==0.2.3
- future ==0.16.0
- gast ==0.2.2
- gevent ==1.4.0
- google-api-core ==1.14.3
- google-auth ==1.6.3
- google-auth-oauthlib ==0.4.1
- google-cloud-core ==1.0.3
- google-pasta ==0.1.7
- google-resumable-media ==0.4.1
- googleapis-common-protos ==1.6.0
- graphviz ==0.10.1
- greenlet ==0.4.15
- grpcio ==1.20.0
- gunicorn ==19.6.0
- gym ==0.10.5
- h5py ==2.9.0
- html5lib ==1.0.1
- idna ==2.7
- image ==1.5.27
- imageio ==2.5.0
- ipyevents ==0.3.1
- ipykernel ==4.9.0
- ipython ==6.5.0
- ipython-genutils ==0.2.0
- ipywidgets ==7.4.1
- itsdangerous ==0.24
- jedi ==0.12.1
- jmespath ==0.9.3
- joblib ==0.13.0
- jsonschema ==2.6.0
- kiwisolver ==1.0.1
- llvmlite ==0.27.0
- mistune ==0.8.3
- mock ==2.0.0
- nbconvert ==5.3.1
- nbformat ==4.4.0
- networkx ==2.3
- notebook ==5.6.0
- numba ==0.42.0
- numpy ==1.16.1
- oauthlib ==3.1.0
- opencv-python ==4.1.0.25
- pandocfilters ==1.4.2
- parso ==0.3.1
- patsy ==0.5.0
- pbr ==5.1.3
- pickleshare ==0.7.4
- plotly ==3.2.1
- prometheus-client ==0.3.1
- prompt-toolkit ==1.0.15
- protobuf ==3.7.1
- psycopg2-binary ==2.7.5
- py2exe ==0.9.2.2
- pyasn1 ==0.4.7
- pyasn1-modules ==0.2.7
- pycparser ==2.19
- pydata-google-auth ==0.1.3
- pydot ==1.4.1
- pydotplus ==2.0.2
- pyglet ==1.3.2
- pymongo ==3.7.2
- pyparsing ==2.2.0
- pystan ==2.18.0.0
- pytesseract ==0.3.0
- python-dateutil ==2.7.3
- pytz ==2018.5
- pywinpty ==0.5.4
- pyzmq ==17.1.2
- qtconsole ==4.4.1
- requests ==2.19.1
- requests-oauthlib ==1.2.0
- resampy ==0.2.1
- retrying ==1.3.3
- rsa ==3.4.2
- s3transfer ==0.2.0
- schedule ==0.5.0
- scikit-image ==0.15.0
- scikit-learn ==0.19.2
- scipy ==1.1.0
- simplegeneric ==0.8.1
- six ==1.11.0
- sqlparse ==0.3.0
- statsmodels ==0.9.0
- superintendent ==0.2.3
- tb-nightly ==1.14.0a20190301
- tensorflow ==2.0.0a0
- tensorflow-estimator ==1.14.0
- termcolor ==1.1.0
- terminado ==0.8.1
- testpath ==0.3.1
- tf-estimator-nightly ==1.14.0.dev2019030115
- tornado ==5.1
- traitlets ==4.3.2
- urllib3 ==1.23
- virtualenv ==16.7.2
- wcwidth ==0.1.7
- webencodings ==0.5.1
- widgetsnbextension ==3.4.1
- wrapt ==1.11.2
- xlrd ==1.2.0