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