/WhatsThere

Pytorch based Android app, which classify images using MobileNet-V2 model, takes image using CameraX API

Primary LanguageJavaApache License 2.0Apache-2.0

WhatsThere

Installation Guideline

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App Splash Screen

An Android Application, which can sence and classify Real objects and can tell, what the object is.

The App is created on top of Deep Learning and Aritificial Neural Networks. WhatsThere is a great example, that how Artificial Inteligence can do a lot of job without any Human interfare.

Features

Features

  1. The App can sence 1000 different kinds of objects, from Keyborads to Dog Bread
  2. The App has a Flash On/Off button, so the app can see clearly at night.
  3. The Camera Focus is automatically adjusted, so you don't have to bother to focus any object.

Last but not least

  1. The App is so light weight and can do it's job very precisely even in VERY LOW SPECS Device.

Technology

Android PyTorch JAVA

  • The App is created for and only for Android, 2 minutes of silence for other platforms
  • To power-up the Deepest Neural Network, the App uses PyTorch
  • Written in Shuddh JAVA
  • Uses CameraX to Capture frames

Neural Network

  • The App uses the pretrained MobileNet-v2 model as it's classifier backend

Model Artitecture

Example Images

App Example 1

Maintainer

Relative date Maintenance

Arkadip Bhattacharya

Need help? Feel free to contact me @ in2arkadipb13@gmail.com

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