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birdwatchin's Introduction

BirdWatchin' ๐Ÿฆ

Bird Species Classifier built with Fast.ai

  • Uses the NABirds Dataset with over 350+ species of birds found all over North America and Europe
  • Uses FastAI that works on the PyTorch Deep Learning framework
  • Accuracy of about 70%
  • Refer to birdwatchin.ipynb

Gathering Dataset

curl -L -O narbirds.tar.gz https://www.dropbox.com/s/nf78cbxq6bxpcfc/nabirds.tar.gz?oref=e&n=13142758&submissionGuid=6bf6ac38-47ea-4e21-bcc7-91a0037d6027

mkdir data

tar -xzf nabirds.tar.gz -C data/

birdwatchin's People

Contributors

anushkaparadkar avatar ryandsilva avatar

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