{"id":19374840,"url":"https://github.com/malwarebo/carcinet","last_synced_at":"2026-04-09T12:44:49.290Z","repository":{"id":103406151,"uuid":"211777111","full_name":"malwarebo/carcinet","owner":"malwarebo","description":"Basic breast cancer detection using Machine Learning","archived":false,"fork":false,"pushed_at":"2022-07-11T16:56:14.000Z","size":360,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-24T15:33:51.295Z","etag":null,"topics":["deep-learning","keras","machine-learning","matplotlib","numpy","python3","scipy","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","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/malwarebo.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}},"created_at":"2019-09-30T04:45:50.000Z","updated_at":"2022-04-30T17:27:51.000Z","dependencies_parsed_at":null,"dependency_job_id":"d395bc9c-d745-4ddd-9132-34f2d9b826e6","html_url":"https://github.com/malwarebo/carcinet","commit_stats":null,"previous_names":["kbww/carcinet","malwarebo/carcinet"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/malwarebo%2Fcarcinet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/malwarebo%2Fcarcinet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/malwarebo%2Fcarcinet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/malwarebo%2Fcarcinet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/malwarebo","download_url":"https://codeload.github.com/malwarebo/carcinet/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/malwarebo%2Fcarcinet/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259154497,"owners_count":22813615,"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":["deep-learning","keras","machine-learning","matplotlib","numpy","python3","scipy","tensorflow"],"created_at":"2024-11-10T08:36:14.643Z","updated_at":"2025-12-30T22:39:44.901Z","avatar_url":"https://github.com/malwarebo.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Cancer Detect\n\nThis was a Hackathon project which uses machine learning to detect breast cancer at early stage.\n\n\n# Tools and Setup (Linux)\n\n## Install virtual environment\n\n\n### Install **pip** first\n\n    sudo apt-get install python3-pip\n\n### Then install **virtualenv** using pip3\n\n    sudo pip3 install virtualenv\n\n### Now create a virtual environment\n\n    virtualenv venv\n\n\u003eyou can use any name insted of **venv**\n\n### You can also use a Python interpreter of your choice\n\n    virtualenv -p /usr/bin/python3.6 venv\n\n### Active your virtual environment:    \n\n    source venv/bin/activate\n\n### Using fish shell:    \n\n    source venv/bin/activate.fish\n\n### To deactivate:\n\n    deactivate\n\n### Create virtualenv using Python3\n    virtualenv -p python3 myenv\n\n### Instead of using virtualenv you can use this command in Python3\n    python3 -m venv myenv\n\n## Installation without sudo\n\ncurl https://bootstrap.pypa.io/get-pip.py | python3.6 - --user\n\nThis may sometimes give a warning such as:\n\n    WARNING: The script wheel is installed in '/home/ubuntu/.local/bin' which is not on PATH. Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location.\n\n### Verification\n\nAfter this, pip, pip3, and pip3.6 can all be expected to point to the same target:\n\n$ (pip -V \u0026\u0026 pip3 -V \u0026\u0026 pip3.6 -V) | uniq\npip 18.0 from /usr/local/lib/python3.6/dist-packages (python 3.6)\n\nOf course you can alternatively use python3.6 -m pip as well.\n\n$ python3.6 -m pip -V\npip 18.0 from /usr/local/lib/python3.6/dist-packages (python 3.6)\n\n# Install virtualenvwrapper\npip3.6 install virtualenvwrapper\n\n## Working!!\npython3.6 -m virtualenv venv\n\n\n## Install Tensorflow\n$ pip install --upgrade tensorflow\n$ pip install numpy scipy\n$ pip install scikit-learn\n$ pip install pillow\n$ pip install h5py\n$ pip install keras\n\nsudo apt-get install python-scipy\nor\nsudo pip3.6 install scipy --upgrade\n\n# Install other tools\n$ pip install numpy opencv-contrib-python\n$ pip install pillow\n$ pip install tensorflow keras\n$ pip install imutils\n$ pip install scikit-learn matplotlib\n\n\n# Configuration\n\nInside the src *config.py* change the path for ORIG_INPUT_DATASET and BASE_PATH to the directories where you have stored the image data. I recommened putting the images in datasets/orig and datasets/idc.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmalwarebo%2Fcarcinet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmalwarebo%2Fcarcinet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmalwarebo%2Fcarcinet/lists"}