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Using convolutional neural networks to build and train a deep learning model for bird classification on photographs.

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yassine-rd/bird_species_classification

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✨ Abstract

From a human perspective, birds vary in appearance in terms of shape, size, color and other factors. The most effective approach to recognizing birds is to understand them through photographs.

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🎯 Project Aim

Training a deep learning model in order to classify birds on photographs.

💻 Technologies

Python Flask Keras TensorFlow Pandas HTML CSS Javascript jQuery

🎬 Releases

Version - Alpha Release v1.0
Initial release date - 24/06/2022

📚 Table of Content

  1. Tensorflow for arm64 architectures
  2. Requirements
  3. Dataset
  4. Models
  5. Web application
  6. Poster
  7. Jupyter Notebook

💬 Contact

For more information please contact [email protected]

📜 License

This project is licensed under the GNU General Public License v3.0
©2022. Yassine RODANI
See the license file for more details LICENSE.