Covid19Detector

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Covid19Detector

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A Flutter app to detect covid19 from an X-Ray image with TensorFlow Lite. Just use some sample images available in the repo.

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## Covid19 Detector : Detecting COVID-19 from X-Ray image

<img width="200px" height="356px" src="https://github.com/chayanforyou/Covid19Detector/blob/master/sample_images/normal.jpg?raw=true"/>
 <img width="200px" height="356px" src="https://github.com/chayanforyou/Covid19Detector/blob/master/sample_images/detected.jpg?raw=true"/>


 
 Fig : A Flutter app thats detect covid19 from X-Ray image using TensorFlow Lite.

### Platform

- [x] Android
- [ ] IOS

![Illustrative Examples of Chest X-Rays in Patients with Pneumoniab](https://github.com/chayanforyou/Covid19Detector/blob/master/sample_images/pneumonia.png)

**Image Source : Kaggle X-Ray Chest Images**

Model Trained Using [Teachable Machine](https://teachablemachine.withgoogle.com/)

Covid X-Ray Image Dataset - https://github.com/ieee8023/covid-chestxray-dataset for positive cases.

Kaggle X-Ray Chest Images - https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia 
for negative cases

## Learn How to Build this :

[Build a Cat-Dog Detector App with Flutter & Tensorflow | Flutter Tutorial For Beginners](https://youtu.be/-5kUv47xKy0)

Installation

```
flutter pub get
```
Usage

```
flutter run
```

### Special Thanks 
To [Sanskar Tiwari](https://github.com/theindianappguy/) & [Prateek](https://www.linkedin.com/in/prateek-narang-0108b39a/)

### License

Licensed under the Apache License, Version 2.0 (the "License");
    you may not use this file except in compliance with the License.
    You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
    distributed under the License is distributed on an "AS IS" BASIS,
    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
    See the License for the specific language governing permissions and
    limitations under the License.

## Getting Started

This project is a starting point for a Flutter application.

A few resources to get you started if this is your first Flutter project:

- [Lab: Write your first Flutter app](https://flutter.dev/docs/get-started/codelab)
- [Cookbook: Useful Flutter samples](https://flutter.dev/docs/cookbook)

For help getting started with Flutter, view our
[online documentation](https://flutter.dev/docs), which offers tutorials,
samples, guidance on mobile development, and a full API reference.

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