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Identification of bird species using image recognition.

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NilsHellwig/BirdID

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BirdID

Identification of bird species using image recognition.

About

BirdID is an app for the identification of 307 different bird species using image recognition (Convolutional Neural Networks). The app was implemented as part of my bachelor thesis. React Native was used for the app. The neural network was trained with nearly 200,000 Flickr bird photos and deployed using Flask.

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Programming Languages

  • Python
  • Javascript

Used Technologies

  • React Native
  • Expo
  • Redux
  • Flask
  • Data Science (Tensorflow, sklearn, pandas, numpy)
  • AdobeXD (Prototyping, Icon Design)

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Identification of bird species using image recognition.

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