{"id":26384438,"url":"https://github.com/dmoayad/tuberculosis-classification-ai","last_synced_at":"2026-04-27T18:35:03.014Z","repository":{"id":281618494,"uuid":"684594041","full_name":"Dmoayad/tuberculosis-classification-ai","owner":"Dmoayad","description":"Tuberculosis X-ray Classification with training a computer vision model","archived":false,"fork":false,"pushed_at":"2023-09-21T11:26:24.000Z","size":43474,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-03-30T20:41:41.667Z","etag":null,"topics":["artificial-intelligence","computer-vision","data","data-science","machine-learning","medical-image-processing","python","tuberculosis","tuberculosis-classification","tuberculosis-detection"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Dmoayad.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-08-29T13:07:59.000Z","updated_at":"2025-03-08T21:53:22.000Z","dependencies_parsed_at":"2025-03-10T08:52:37.587Z","dependency_job_id":null,"html_url":"https://github.com/Dmoayad/tuberculosis-classification-ai","commit_stats":null,"previous_names":["dmoayad/tuberculosis-classification-ai"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Dmoayad/tuberculosis-classification-ai","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dmoayad%2Ftuberculosis-classification-ai","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dmoayad%2Ftuberculosis-classification-ai/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dmoayad%2Ftuberculosis-classification-ai/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dmoayad%2Ftuberculosis-classification-ai/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Dmoayad","download_url":"https://codeload.github.com/Dmoayad/tuberculosis-classification-ai/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dmoayad%2Ftuberculosis-classification-ai/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32349882,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-27T17:12:42.749Z","status":"ssl_error","status_checked_at":"2026-04-27T17:12:41.658Z","response_time":128,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["artificial-intelligence","computer-vision","data","data-science","machine-learning","medical-image-processing","python","tuberculosis","tuberculosis-classification","tuberculosis-detection"],"created_at":"2025-03-17T07:29:20.757Z","updated_at":"2026-04-27T18:35:02.985Z","avatar_url":"https://github.com/Dmoayad.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Tuberculosis detection using A.I.\n\n![eval](./images/__results___9_2.png)\n\n## Data  \n\nThe data was borrowed from Kaggle. You can access the Tuberculosis dataset from the link below  \n[https://www.kaggle.com/datasets/tawsifurrahman/tuberculosis-tb-chest-xray-dataset](https://www.kaggle.com/datasets/tawsifurrahman/tuberculosis-tb-chest-xray-dataset)   \nMake sure you have the data in the correct path that is put it in the notebook to run properly.\n\n\n## Requirements  \n\nLibraries needed for this project, Python 3.11.5 was used in this project.\n```\nnumpy\npandas\nmatplotlib\nopencv\nscikit-learn\ntensorflow\nkeras\nmlxtend\n```\n\nif you are using conda you can import our environment.yml in the repo.\n```\nconda env create -f environment.yaml\n```\n\n## Results\nWe are proud to achieve 100% accuracy with our model with the data that we have. If you try to test it yourself you may get a high accuracy but it may not be as high as ours. That is normal. If we test our model on larger diverce dataset our accuracy would probably decrease. We got this 100% in one of our tries training the model.     \n![heatmap](./images/__results___41_0.png)\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdmoayad%2Ftuberculosis-classification-ai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdmoayad%2Ftuberculosis-classification-ai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdmoayad%2Ftuberculosis-classification-ai/lists"}