Commit 8d14e916 authored by lindawangg's avatar lindawangg

link to model

parent 97d3c76e
......@@ -11,10 +11,15 @@ The COVID-19 pandemic continues to have a devastating effect on the health and w
If you would like to contribute COVID-19 x-ray images, please contact us at linda.wang513@gmail.com and a28wong@uwaterloo.ca or alex@darwinai.ca. Lets all work together to stop the spread of COVID-19!
If you are a researcher or healthcare worker and you would like access to the GSInquire tool to use to interpret CovidNet results on your data or existing data, please reach out to a28wong@uwaterloo.ca or alex@darwinai.ca
If you are a researcher or healthcare worker and you would like access to the GSInquire tool to use to interpret COVID-Net results on your data or existing data, please reach out to a28wong@uwaterloo.ca or alex@darwinai.ca
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. Please see [license file](LICENSE.md) for terms. If you would like to discuss alternative licensing models, please reach out to us at: linda.wang513@gmail.com and a28wong@uwaterloo.ca or alex@darwinai.ca.
## Requirements
* Tested with Tensorflow 1.13 and 1.15
* Keras 2.3.1
* OpenCV 4.2.0
## COVIDx Dataset
Currently, the COVIDx dataset is constructed by the following open source chest radiography datasets:
* https://github.com/ieee8023/covid-chestxray-dataset
......@@ -23,6 +28,7 @@ Currently, the COVIDx dataset is constructed by the following open source chest
The COVIDx dataset can be downloaded [here](https://drive.google.com/file/d/1-T26bHP7MCwB8vWeKufjGmPKl8pesM1J/view?usp=sharing).
Preprocessed ready-for-training COVIDx dataset can be downloaded [here](https://drive.google.com/file/d/1zCnmcMxSRZTqJywur7jCqZk0z__Mevxp/view?usp=sharing).
<center>
Chest radiography images distribution
| Type | Normal | Viral | Bacteria | COVID-19 | Total |
|:-----:|:------:|:-----:|:--------:|:--------:|:-----:|
......@@ -34,6 +40,7 @@ Patients distribution
|:-----:|:------:|:-----:|:--------:|:--------:|:-----:|
| train | 1001 | 534 | 853 | 41 | 2429 |
| test | 202 | 126 | 78 | 4 | 410 |
</center>
## Training and Evaluation
(Releasing soon)
......@@ -82,4 +89,4 @@ Patients distribution
</table></div>
## Pretrained Models
(Releasing soon)
Can download COVID-Net tensorflow model from [here](https://drive.google.com/file/d/1pwtXGDLbo-31ILjf2devYRds8Ue3aJFn/view?usp=sharing)
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