Object Detector (React Native)

A small example app in React Native, related to AI and Machine Learning.

Built using React Native CLI / TypeScript.

📹 Live Demo: https://jumpshare.com/s/MbKCGBDost6kEcPzDFfw

The features of this app are:

• It detects objects from the images on Android, either captured by camera (front/back) or picked from the gallery on the mobile device.
• After detection is successful, it shows a list of detected objects (up to 4) along with their probabilities.

Packages:

• Object Detection happens with TensorFlow's mobilenet_v2 ML model (using @tensorflow/tfjs-react-native and @tensorflow-models/mobilenet).
• react-native-camera-kit is used for capturing images with camera (front/back).
• react-native-image-crop-picker is used for picking images from the gallery (can crop if needed).

Steps to run

# Install Packages
$ yarn

# Start Metro
$ yarn start --reset-cache

# Run on Android (only Android is configured in this project).
$ yarn android

Tested on: Xiaomi Redmi Note 10S

Made By: Ahsan Akhtar

📹 Live Demo: https://jumpshare.com/s/MbKCGBDost6kEcPzDFfw