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Merge pull request #95 from Aydinhamedi/main
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Aydinhamedi authored Jan 10, 2024
2 parents 855117b + efe214e commit 6e48def
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4 changes: 3 additions & 1 deletion .github/workflows/python-app.yml
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Expand Up @@ -27,7 +27,9 @@ jobs:
run: |
python -m pip install --upgrade pip
pip install flake8 pytest
if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
if [ -f requirements.txt ]; then
grep -v 'gpu-control' requirements.txt | xargs pip install
fi
- name: Lint with flake8
run: |
# stop the build if there are Python syntax errors or undefined names
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3 changes: 2 additions & 1 deletion README.md
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[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
[![CodeQL](https://github.com/Aydinhamedi/Pneumonia-Detection-Ai/actions/workflows/codeql.yml/badge.svg?branch=main)](https://github.com/Aydinhamedi/Pneumonia-Detection-Ai/actions/workflows/codeql.yml)

[![Dependency Review](https://github.com/Aydinhamedi/Pneumonia-Detection-Ai/actions/workflows/dependency-review.yml/badge.svg)](https://github.com/Aydinhamedi/Pneumonia-Detection-Ai/actions/workflows/dependency-review.yml)\
[![Python application](https://github.com/Aydinhamedi/Pneumonia-Detection-Ai/actions/workflows/python-app.yml/badge.svg)](https://github.com/Aydinhamedi/Pneumonia-Detection-Ai/actions/workflows/python-app.yml)
### This project uses a deep learning model built with the TensorFlow framework to detect pneumonia in X-ray images. The model architecture is based on the EfficientNetB7 model, which has achieved an accuracy of approximately 97.12% (97.11538%) on our test data. This high accuracy rate is one of the strengths of our AI model.
> [!IMPORTANT]
> The code that have achived the highest acc is `backup/V6/Model_T&T.ipynb`.\
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