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## COVID-19 Classifier (WIP)
To train:
* download npy files from [here](https://drive.google.com/file/d/1zCnmcMxSRZTqJywur7jCqZk0z__Mevxp/view?usp=sharing)
* use train.ipynb to train model
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## Chest X-Ray and CT Dataset
Combined datasets from https://github.com/ieee8023/covid-chestxray-dataset and https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia
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Combined dataset can be downloaded [here](https://drive.google.com/file/d/1-T26bHP7MCwB8vWeKufjGmPKl8pesM1J/view?usp=sharing)
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Stats
|  Type | Normal | Viral | Bacteria | COVID-19 |
|:-----:|:------:|:-----:|:--------:|:--------:|
| train |  1349  |  1355 |   2540   |    60    |
|  test |   234  |  149  |    246   |     8    |
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## License
Our desire is to encourage broad adoption and contribution to this project. Accordingly this project has been licensed under the GNU Affero General Public License 3.0. If you would like to discuss alternative licensing models, please reach out to us at: linda.wang513@gmail.com and alex@darwinai.ca