Commit 76944997 authored by lindawangg's avatar lindawangg

new link to models

parent 4f2c1d51
......@@ -25,23 +25,26 @@ Currently, the COVIDx dataset is constructed by the following open source chest
* https://github.com/ieee8023/covid-chestxray-dataset
* https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia
We provide jupyter notebooks for [creating the COVIDx dataset](create_COVIDx.ipynb) and the [preprocessing](preprocessing.ipynb) used for training.
This project is still a work in progress and will continuously update these files.
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).
Chest radiography images distribution
| Type | Normal | Viral | Bacteria | COVID-19 | Total |
|:-----:|:------:|:-----:|:--------:|:--------:|:-----:|
| train | 1349 | 1355 | 2540 | 60 | 5304 |
| test | 234 | 149 | 246 | 8 | 637 |
| Type | Normal | Bacterial| Non-COVID19 Viral | COVID-19 Viral | Total |
|:-----:|:------:|:--------:|:-----------------:|:--------------:|:-----:|
| train | 1349 | 2540 | 1355 | 60 | 5304 |
| test | 234 | 246 | 149 | 8 | 637 |
Patients distribution
| Type | Normal | Viral | Bacteria | COVID-19 | Total |
|:-----:|:------:|:-----:|:--------:|:--------:|:-----:|
| train | 1001 | 534 | 853 | 41 | 2429 |
| test | 202 | 126 | 78 | 4 | 410 |
| Type | Normal | Bacterial | Non-COVID19 Viral| COVID-19 Viral | Total |
|:-----:|:------:|:---------:|:----------------:|:--------------:|:-----:|
| train | 1001 | 853 | 534 | 41 | 2429 |
| test | 202 | 78 | 126 | 4 | 410 |
## Training and Evaluation
(Releasing soon)
Releasing soon but can download COVID-Net and start training/inferencing [here](hhttps://drive.google.com/file/d/1FyfcAkRf-0gQ1nOrDJ9ccGVSZAO9VFP1/view?usp=sharing).
## Results
<p align="center">
......@@ -87,4 +90,4 @@ Patients distribution
</table></div>
## Pretrained Models
Can download COVID-Net tensorflow model from [here](https://drive.google.com/file/d/1pwtXGDLbo-31ILjf2devYRds8Ue3aJFn/view?usp=sharing)
Can download COVID-Net tensorflow model from [here](https://drive.google.com/file/d/1FyfcAkRf-0gQ1nOrDJ9ccGVSZAO9VFP1/view?usp=sharing)
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