https://github.com/mcrd25/cnn-for-c19-chestxray-detection
Covid 19 detection from chest xray using Convolutional Neural Network
https://github.com/mcrd25/cnn-for-c19-chestxray-detection
Last synced: about 1 year ago
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Covid 19 detection from chest xray using Convolutional Neural Network
- Host: GitHub
- URL: https://github.com/mcrd25/cnn-for-c19-chestxray-detection
- Owner: mcrd25
- License: mit
- Created: 2022-07-22T16:10:30.000Z (about 4 years ago)
- Default Branch: main
- Last Pushed: 2023-08-23T09:06:05.000Z (almost 3 years ago)
- Last Synced: 2025-01-15T05:40:05.019Z (over 1 year ago)
- Language: Python
- Size: 12.7 KB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Covid-19 Detection from Chest X-Rays using CNN
> Covid 19 detection from chest x-ray using Convolutional Neural Network
## Introduction
Identifying covid through chest x-rays
## Dataset
### Getting the dataset
> I added the dataset used in this project in a zip file in case links below were broken for any reason. However, I recommend you install `git-lfs` in your workflow since it is a large file (1.15gb). [Learn more about LFS here](https://docs.github.com/en/repositories/working-with-files/managing-large-files)
- Can get the dataset used in my implementation here: [Dataset](https://1drv.ms/u/s!AkGrCMoO9SmmjeJP0ph634H-GGWpyQ?e=MmZAMp)
- You can get latest version of dataset on Kaggle. [Dataset on Kaggle](https://www.kaggle.com/datasets/tawsifurrahman/covid19-radiography-database)
- If you want images to create you own dataset:
- Can get Pneumonia Chest x-ray data (images) (This would be images you'd see in viral directory of dataset file) here:https://www.kaggle.com/datasets/paultimothymooney/chest-xray-pneumonia
- You can probably get some C-19 x-ray images from this site: sirm.org
-You can also get normal data from here: https://www.kaggle.com/datasets/paultimothymooney/chest-xray-pneumonia
## Built With
- Python
- PyTorch
## Live Demos
## Getting Started
To get a local copy up and running follow these simple example steps.
### Prerequisites
- Need to have CUDA installed: https://developer.nvidia.com/cuda-downloads
### Setup
### Install
To install relevant packages run following command: `pip install -r requirements.txt`
### Usage
### Run tests
### Deployment
## References
## Authors
👤 **Maya D. - child of God**
- GitHub: [@mcrd25](https://github.com/mcrd25)
- LinkedIn: [LinkedIn](https://linkedin.com/in/mayadouglas)
## 🤝 Contributing
Contributions, issues, and feature requests are welcome!
Feel free to check the [issues page](../../issues/).
## Show your support
Give a ⭐️ if you like this project!
## Acknowledgments
This project is based on the Cousera Guided course (with some experimental changes): [Detecting COVID-19 with Chest X-Ray using PyTorch](https://www.coursera.org/learn/covid-19-detection-x-ray/)
## 📝 License
This project is [MIT](./LICENSE) licensed.