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Android App to recognize your pet through AI

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PetDetect - Android App to recognize your pet through AI 🐱 🐶 🔍

(One day project)

Authors: Christian Brignone, Gioia Mancini

This Android app allows the user to recognize each of his/her pets.

The app involves the following features:

  • Select an image from local storage
  • Capture an image through the camera
  • Identify generic objects in the selected/captured scene
  • Recognize the identity of a pet

In the following, we show an example of the main functionalities with the partecipation of our two cats: Willy (white and grey tiger cat) and Ombra (brown tabby cat).

The app uses a TensorFlow Lite MobileNet model to identify generic objects. In order to personalize the functionalities and make MobileNet able to recognize the identity of a specific pet, we fine-tuned the neural network on an ad-hoc dataset, containing the images of our pets.

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  • Jupyter Notebook 65.3%
  • Java 34.7%