{"id":18990440,"url":"https://github.com/balaji-avk/pneumowatch","last_synced_at":"2025-10-09T00:15:24.222Z","repository":{"id":228134172,"uuid":"773238585","full_name":"Balaji-Avk/PneumoWatch","owner":"Balaji-Avk","description":"A Website which detects the presence of pneumonia","archived":false,"fork":false,"pushed_at":"2024-03-21T05:09:26.000Z","size":12698,"stargazers_count":2,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-15T22:28:10.679Z","etag":null,"topics":["flask","machine-learning","reactjs","tflite","tflite-model"],"latest_commit_sha":null,"homepage":"https://pneumowatch.vercel.app","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Balaji-Avk.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,"roadmap":null,"authors":null,"dei":null}},"created_at":"2024-03-17T05:33:51.000Z","updated_at":"2025-06-25T05:02:50.000Z","dependencies_parsed_at":"2024-03-21T06:25:26.437Z","dependency_job_id":null,"html_url":"https://github.com/Balaji-Avk/PneumoWatch","commit_stats":null,"previous_names":["balaji-avk/pneumowatch"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Balaji-Avk/PneumoWatch","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Balaji-Avk%2FPneumoWatch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Balaji-Avk%2FPneumoWatch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Balaji-Avk%2FPneumoWatch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Balaji-Avk%2FPneumoWatch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Balaji-Avk","download_url":"https://codeload.github.com/Balaji-Avk/PneumoWatch/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Balaji-Avk%2FPneumoWatch/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279000715,"owners_count":26082879,"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","status":"online","status_checked_at":"2025-10-08T02:00:06.501Z","response_time":56,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["flask","machine-learning","reactjs","tflite","tflite-model"],"created_at":"2024-11-08T17:09:51.989Z","updated_at":"2025-10-09T00:15:24.187Z","avatar_url":"https://github.com/Balaji-Avk.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# PneumoWatch\n\nA user-friendly web application designed to aid in the rapid\ndetection of pneumonia from chest X-ray images. Utilizing machine\nlearning algorithms,our solution analyses uploaded images in realtime, providing instant feedback on the presence or absence of\npneumonia. With a focus on simplicity and efficiency, PneumoWatch\naims to assist healthcare professionals in making timely and\naccurate diagnoses, ultimately improving patient outcomes and\nenhancing overall healthcare efficiency.\n\n\n## Local Setup\nRun Backend first then start frontend\n\nBackend\n```bash\n  pip install flask tensorflow flask_cors numpy\n  cd backend\n  python server.py\n```\nFrontend\n\n```bash\n  cd frontend\n  npm install\n```\nhead over to \"pneumowatch/frontend/src/components/imgForm.jsx\"\n\n```bash\n  replace https://balajiavk.pythonanywhere.com/predict with http://localhost:5000/\n\n```\n\nstart the frontend server\n\n```bash\n  npm run dev\n```\n\n## Screenshots\n\n![image](https://github.com/Balaji-Avk/PneumoWatch/assets/132835499/63cd8452-1ec4-4bc4-ac78-bfb57494287c)\n\n![image](https://github.com/Balaji-Avk/PneumoWatch/assets/132835499/1d29dece-7779-4d96-b402-28ee21031ca5)\n\n![image](https://github.com/Balaji-Avk/PneumoWatch/assets/132835499/7c3fb594-920d-4409-9cbb-c698fd04ad0e)\n\n\n## Accuracy\n\n![image](https://github.com/Balaji-Avk/PneumoWatch/assets/132835499/4282a99d-e8f0-4926-9bfc-bc8f72c3919f)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbalaji-avk%2Fpneumowatch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbalaji-avk%2Fpneumowatch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbalaji-avk%2Fpneumowatch/lists"}