{"id":15456102,"url":"https://github.com/mcrd25/cnn-for-c19-chestxray-detection","last_synced_at":"2025-06-19T08:36:55.020Z","repository":{"id":126265698,"uuid":"516812648","full_name":"mcrd25/CNN-for-C19-chestxray-detection","owner":"mcrd25","description":"Covid 19 detection from chest xray using Convolutional Neural Network","archived":false,"fork":false,"pushed_at":"2023-08-23T09:06:05.000Z","size":13,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-15T05:40:05.019Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mcrd25.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2022-07-22T16:10:30.000Z","updated_at":"2022-12-04T08:51:10.000Z","dependencies_parsed_at":"2023-11-26T07:05:53.377Z","dependency_job_id":"3cf3d03b-0926-4438-8b9f-0352e23a8582","html_url":"https://github.com/mcrd25/CNN-for-C19-chestxray-detection","commit_stats":null,"previous_names":["maya257/cnn-for-c19-chestxray-detection","mcrd25/cnn-for-c19-chestxray-detection"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mcrd25%2FCNN-for-C19-chestxray-detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mcrd25%2FCNN-for-C19-chestxray-detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mcrd25%2FCNN-for-C19-chestxray-detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mcrd25%2FCNN-for-C19-chestxray-detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mcrd25","download_url":"https://codeload.github.com/mcrd25/CNN-for-C19-chestxray-detection/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241908697,"owners_count":20040665,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-10-01T22:22:40.544Z","updated_at":"2025-03-04T19:29:35.482Z","avatar_url":"https://github.com/mcrd25.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Covid-19 Detection from Chest X-Rays using CNN\n\u003e Covid 19 detection from chest x-ray using Convolutional Neural Network\n\n## Introduction\nIdentifying covid through chest x-rays\n\n## Dataset\n### Getting the dataset\n\u003e 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)\n\n\n- Can get the dataset used in my implementation here: [Dataset](https://1drv.ms/u/s!AkGrCMoO9SmmjeJP0ph634H-GGWpyQ?e=MmZAMp)\n\n- You can get latest version of dataset on Kaggle. [Dataset on Kaggle](https://www.kaggle.com/datasets/tawsifurrahman/covid19-radiography-database)\n\n- If you want images to create you own dataset:\n    - 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\n    - You can probably get some C-19 x-ray images from this site: sirm.org\n    -You can also get normal data from here: https://www.kaggle.com/datasets/paultimothymooney/chest-xray-pneumonia\n\n\n## Built With\n- Python\n- PyTorch\n\n## Live Demos\n\n\n\n\n## Getting Started\nTo get a local copy up and running follow these simple example steps.\n\n### Prerequisites\n- Need to have CUDA installed: https://developer.nvidia.com/cuda-downloads\n### Setup\n\n\n### Install\nTo install relevant packages run following command: `pip install -r requirements.txt`\n\n### Usage\n\n### Run tests\n\n### Deployment\n\n\n## References\n\n\n## Authors\n\n👤 **Maya D. - child of God**\n\n- GitHub: [@mcrd25](https://github.com/mcrd25)\n- LinkedIn: [LinkedIn](https://linkedin.com/in/mayadouglas)\n\n## 🤝 Contributing\n\nContributions, issues, and feature requests are welcome!\n\nFeel free to check the [issues page](../../issues/).\n\n## Show your support\n\nGive a ⭐️ if you like this project!\n\n## Acknowledgments\nThis 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/)\n\n\n## 📝 License\n\nThis project is [MIT](./LICENSE) licensed.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmcrd25%2Fcnn-for-c19-chestxray-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmcrd25%2Fcnn-for-c19-chestxray-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmcrd25%2Fcnn-for-c19-chestxray-detection/lists"}