{"id":20227064,"url":"https://github.com/ahmedheakl/brain_tumor_classification","last_synced_at":"2026-05-04T18:33:13.912Z","repository":{"id":47296767,"uuid":"402796801","full_name":"ahmedheakl/Brain_Tumor_Classification","owner":"ahmedheakl","description":"Classifying Brain tumor images using Keras and Open CV.","archived":false,"fork":false,"pushed_at":"2023-05-15T23:09:38.000Z","size":81020,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-03T13:13:44.032Z","etag":null,"topics":["keras","python","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"PureBasic","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/ahmedheakl.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":"2021-09-03T14:26:12.000Z","updated_at":"2024-07-12T03:09:12.000Z","dependencies_parsed_at":"2025-01-13T23:44:38.521Z","dependency_job_id":null,"html_url":"https://github.com/ahmedheakl/Brain_Tumor_Classification","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ahmedheakl/Brain_Tumor_Classification","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ahmedheakl%2FBrain_Tumor_Classification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ahmedheakl%2FBrain_Tumor_Classification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ahmedheakl%2FBrain_Tumor_Classification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ahmedheakl%2FBrain_Tumor_Classification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ahmedheakl","download_url":"https://codeload.github.com/ahmedheakl/Brain_Tumor_Classification/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ahmedheakl%2FBrain_Tumor_Classification/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":27319820,"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":"2025-11-28T02:00:06.623Z","response_time":58,"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":["keras","python","tensorflow"],"created_at":"2024-11-14T07:22:33.002Z","updated_at":"2025-11-28T18:04:51.539Z","avatar_url":"https://github.com/ahmedheakl.png","language":"PureBasic","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Brain Tumor Classification: Project Overview\nClassifying Brain tumor images using Keras and Open CV  with ~90% accuracy.\n* Created a data pipeline to load images, after converting them into RGB, into a numpy array\n* Built the model using Keras API consisting of 3 Conv2D layers\n* Built the Flash API for backend\n\n## Packages \u0026 Run\n* python 3.9.6\n* tensorflow 2.5.1\n* Flask 2.0.1\n\nTo run the app, write ```python app.py``` in the terminal\n\n## Website Samples\n\n![No Tumor Sample](https://github.com/ahmedheakl/Brain_Tumor_Classification/blob/main/no_tumor_sample.png)\n\n![Yes Tumor Sample](https://github.com/ahmedheakl/Brain_Tumor_Classification/blob/main/yes_tumor_sample.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fahmedheakl%2Fbrain_tumor_classification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fahmedheakl%2Fbrain_tumor_classification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fahmedheakl%2Fbrain_tumor_classification/lists"}