https://github.com/b7011343/brain-cancer-classification

Classifying and locating brain cancer using machine learning with python.
https://github.com/b7011343/brain-cancer-classification

classification classifier cnn keras machine-learning model neural-network python svc svm

Last synced: 18 days ago
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Classifying and locating brain cancer using machine learning with python.

• Host: GitHub
• URL: https://github.com/b7011343/brain-cancer-classification
• Owner: b7011343
• License: mit
• Created: 2023-09-05T21:27:27.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-09-05T22:07:21.000Z (over 1 year ago)
• Last Synced: 2024-12-06T21:27:29.526Z (2 months ago)
• Topics: classification, classifier, cnn, keras, machine-learning, model, neural-network, python, svc, svm
• Language: Jupyter Notebook
• Homepage:
• Size: 946 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# brain-cancer-classification

This project explores the various methods we can leverage machine learning to diagnose and locate various forms of brain cancers (glioma, meningioma, pituitary, negative diagnosis) from MRI images. ```demo.ipynb``` contains the final deliverable, which utilises a CNN, or convolutional neural network, (see ```models/CNN.ipynb``` for model training) to achieve a classification accuracy ~99%.

### Dataset

https://www.kaggle.com/datasets/masoudnickparvar/brain-tumor-mri-dataset