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# TensorBird
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# TensorBird
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A project aiming to perform auto identification of bird species from pictures taken by [PiCameraTrap](https://forge.ortion.xyz/UncleSamulus/PiCameraTrap)
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A project aiming to perform auto identification of bird species from pictures taken by [PiCameraTrap](https://forge.ortion.xyz/UncleSamulus/PiCameraTrap)
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using machine learning
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using machine learning.
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## Inspiration
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## Inspiration
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I have been inprired by following ressource :
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I have been inprired by following ressource :
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* [darenjhsu birdid repository](https://github.com/darrenjhsu/birdid)
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* [darenjhsu birdid repository](https://github.com/darrenjhsu/birdid)
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## Environmnent Set Up
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### Create and Activate virtual env
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```bash
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python -m venv tb-venv
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source tb-venv/bin/activate
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```
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### Install Tensorflow in container
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```bash
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docker pull tensorflow/tensorflow:latest # Download latest stable image
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docker run -it -p 8888:8888 tensorflow/tensorflow:latest-jupyter # Start Jupyter server
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```
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### Install Tensorflow using pip
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```bash
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python -m pip install tensorflow
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```
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### Launch Jupyter Notebook
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#### Make the virtual env accessible from Jupyter Notebook
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```bash
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pip install ipykernel
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python -m ipykernel install --user --name=tb-venv
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```
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#### Launch Jupyter
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```bash
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jupyter notebook
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```
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