https://github.com/yossefmohamed/detecting-covid-19-through-sound

Detecting COVID-19 Through Sound
https://github.com/yossefmohamed/detecting-covid-19-through-sound

Last synced: about 1 month ago
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Detecting COVID-19 Through Sound

• Host: GitHub
• URL: https://github.com/yossefmohamed/detecting-covid-19-through-sound
• Owner: YossefMohamed
• Created: 2021-08-29T19:41:43.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2022-06-18T14:32:11.000Z (over 2 years ago)
• Last Synced: 2024-02-18T20:27:05.838Z (10 months ago)
• Language: Jupyter Notebook
• Size: 10.8 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Detecting-COVID-19-Through-Sound

# 1- Datasets:

- Coswara: https://github.com/iiscleap/Coswara-Data

- Coughvid: https://zenodo.org/record/4498364#.YqzrdOxBy3A

# 2- Models:

- machine_learning_models.ipynb: contains our machin learning models implementations (svm with linear kernel, svm with RBF kernel, KNN, Random Forest, Gradient Boosting)

- MLP+CNN.ipynb 

- Renet50.ipynb

# 3- Model deplyment:

deploy.ipynb

# 4- Mobile Application :

https://github.com/MohamedSalahApdElzaher/cov_back_6

# 5- API:

https://github.com/YossefMohamed/covid-app-api