Cats VS Dogs - A Flutter App

by Parth Mistry

• It is an application which is build on Flutter which will classify images of cats and dogs.
• It uses a convolutional neural network model which is made using the Teachable Machine. Therefore it is called Transfer Learning.
• For Flutter, it uses TFLite package which is used for the classification task.
• It will allow the user either to click a picture using the device's camera or the image can be uploaded from the photo gallery.
• This application obeys all the andriod privacy policies and will ask for permission on the first launch.

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Specifications:

Flutter Version: 1.22.0-12.0.pre - beta
TensorFlow Version: 2.2.0
Dart Version: 2.10.0
Other packages used: TFLite, image-picker, SplashScreen

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Screens:

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Getting Started:

Note: Make sure your Flutter environment is setup.

Installation:

Use the following command in the command terminal.

$ git clone https://github.com/m-prth/CatsVSDogs.git
$ cd CatsVSDogs
$ flutter run

Check out Flutter’s online documentation for help getting start with your Flutter project.