https://github.com/mwoss/malaria-detection
Malaria cells detection using CNN model.
https://github.com/mwoss/malaria-detection
classification cnn deep-learning kaggle keras malaria-detection
Last synced: 3 months ago
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Malaria cells detection using CNN model.
- Host: GitHub
- URL: https://github.com/mwoss/malaria-detection
- Owner: mwoss
- Created: 2019-05-03T20:01:29.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2020-06-01T00:12:57.000Z (about 5 years ago)
- Last Synced: 2025-01-24T08:23:29.104Z (4 months ago)
- Topics: classification, cnn, deep-learning, kaggle, keras, malaria-detection
- Language: Jupyter Notebook
- Homepage:
- Size: 569 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
### Malaria cells detection
Detecting and deploying Image Cells that contain Malaria or not!
Short documentation and problem overview can be found in notebook.
Dataset used: [Malaria Cell Images Dataset from Kaggle.com](https://www.kaggle.com/iarunava/cell-images-for-detecting-malaria)
Useful articles:
* [A Beginner's Guide To Understanding Convolutional Neural-Networks](https://adeshpande3.github.io/adeshpande3.github.io/A-Beginner's-Guide-To-Understanding-Convolutional-Neural-Networks/)
* [A Comprehensive Guide to Transfer Learning](https://www.kaggle.com/rajmehra03/a-comprehensive-guide-to-transfer-learning)
* [Building a Convolutional Neural Network (CNN) in Keras](https://towardsdatascience.com/building-a-convolutional-neural-network-cnn-in-keras-329fbbadc5f5)
* [Train Keras model faster with Batch Normalization](https://www.dlology.com/blog/one-simple-trick-to-train-keras-model-faster-with-batch-normalization/)