{"id":25651707,"url":"https://github.com/egiiputra/googlenet-leukemia-classification","last_synced_at":"2026-05-05T01:42:13.686Z","repository":{"id":265582617,"uuid":"896289882","full_name":"egiiputra/googlenet-leukemia-classification","owner":"egiiputra","description":"Leukemia Lymphoblastic Acute classification using googlenet architecture","archived":false,"fork":false,"pushed_at":"2025-01-27T10:38:22.000Z","size":17470,"stargazers_count":0,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-27T11:45:40.581Z","etag":null,"topics":["cnn","deeplearning","image-classification","streamlit","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/egiiputra.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,"publiccode":null,"codemeta":null}},"created_at":"2024-11-30T01:09:33.000Z","updated_at":"2025-01-27T10:38:25.000Z","dependencies_parsed_at":"2024-11-30T02:25:20.526Z","dependency_job_id":"1d8bc92f-4fd5-444f-bcdd-f78c2e1d1256","html_url":"https://github.com/egiiputra/googlenet-leukemia-classification","commit_stats":null,"previous_names":["egi-putra/googlenet-leukemia-classification","egiiputra/googlenet-leukemia-classification"],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/egiiputra%2Fgooglenet-leukemia-classification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/egiiputra%2Fgooglenet-leukemia-classification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/egiiputra%2Fgooglenet-leukemia-classification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/egiiputra%2Fgooglenet-leukemia-classification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/egiiputra","download_url":"https://codeload.github.com/egiiputra/googlenet-leukemia-classification/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240350500,"owners_count":19787692,"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":["cnn","deeplearning","image-classification","streamlit","tensorflow"],"created_at":"2025-02-23T17:28:34.668Z","updated_at":"2026-05-05T01:42:08.660Z","avatar_url":"https://github.com/egiiputra.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Leukemia classification using googlenet architecture\n\n## Requirements\n\n- python runtime \u003e=3.10 \u003c=3.12\n- tensorflow\n- streamlit\n- opencv\n- Etc, see ```streamlit/requirements.txt``` for details.\n\n## How to run streamlit\n\nFirst, you have to clone this repository\n```\ngit clone https://github.com/Egi-putrA/googlenet-leukemia-classification.git\n```\nThen, open streamlit subdirectory\n```\ncd googlenet-leukemia-classification/streamlit\n```\n### Optional: use python virtual environments before install dependecies\nCreate virtual env\n```\npython -m venv venv\n```\nActivate virtual env\n```\nvenv\\Scripts\\activate.bat # for windows\nvenv\\bin\\activate # for linux\n```\n\n### Install dependencies\ninstall dependencies from requirements.txt\n```\npip install -r requirements.txt\n```\n### Download trained model\nYou can download my trained model in [here](https://github.com/Egi-putrA/googlenet-leukemia-classification/releases/).\nMake sure to change model path in main.py\n```python\n...\n@st.cache_resource\ndef load_model():\n    return tf.saved_model.load('path/to/model').signatures['serving_default']\n...\n```\n### Run streamlit app\n```\nstreamlit run main.py\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fegiiputra%2Fgooglenet-leukemia-classification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fegiiputra%2Fgooglenet-leukemia-classification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fegiiputra%2Fgooglenet-leukemia-classification/lists"}