COVID19KIT is an Android application, it can detect coronavirus in an automated way in x-ray images using the phone's camera or even by uploading an X-ray image from the gallery. The app is equipped with an universal chatbot with the help of Google API and Natural Language Understanding (NLU) platform Dialogflow.
- Android Studio
- Java
- DialogFlow
- TensorFlow
- Google API
Before we get to dive into the installation process, I just want to mention that my app's brain is a Deep Learning model that I created using Keras in one of my previous projects which you can find here. The Keras model built was converted to a Tflite model using the script below. Therefore, it can be added to an android studio project easily:
import tensorflow as tf
model = tf.keras.models.load_model('keras_model_path')
converter = tf.lite.TFLiteConverter.from_keras_model(model)
tflite_model = converter.convert()
open('modelname.tflite', "wb").write(tflite_model)You can get a version of this app on your local machine, so go to your workspace directory and use the git command below:
$ git clone git@github.com:zekaouinoureddine/COVID19KIT.git
- LinkedIn: Nour Eddine ZEKAOUI
- Twitter: @NZekaoui