#!/bin/bash

echo "Creating VENV 'mlpi'"
python3 -m venv --system-site-packages mlpi
source mlpi/bin/activate

pip3 install --upgrade pip
pip3 install setuptools

echo "Installing Python Packages"
# Machine Learning Tools
pip3 install jupyter
pip3 install pandas
pip3 install seaborn
# pip3 install torch
pip3 install scikit-image
pip3 install mtcnn

echo "Installing OpenCV"
# pip3 install picamera[array]
pip3 install opencv-contrib-python

echo "Installing Tensorflow"
# Tensorflow + Keras
pip3 install tensorflow
pip3 install tensorflow-tensorboard
pip3 install tensorflow-hub
pip3 install tfds-nightly
pip3 install keras-tuner
pip3 install keras-vggface

echo "Installing online tools"
# Install from web
pip3 install git+https://github.com/tensorflow/docs

echo "All finished, leaving VENV 'mlpi'. Run 'mlstart.sh' to start Jupiter Notebook"
deactivate