Libre health

Model to predict the pneumonia and other 14 types of diseases using Deeplearning models.

To deploy on local machine -

Create a new environment

1. Clone this repository

git clone https://github.com/Parag0506/Chest-xray-diagnosis.git

3. Install requirements.txt

pip3 install -r requirements.txt

4. Cd into the project directory and run the following in terminal:

python app.py <host> <port>

eg: python app.py 127.0.0.1 6000

5. Navigate to mentioned port (eg : http://127.0.0.1:6000/) and upload your image

The Model is trained on the following keras transfer learning libraries:

VGG16
VGG19
DenseNet121
ResNet50
InceptionV3
InceptionResNetV2
NASNetMobile
NASNetLarge

USE

Visit : https://checxray.herokuapp.com/

Upload any xray image you need to scan. [for now it supports only 1024*1024 image sizes] There is a folder in the repos containing sample x-ray images of the required size.