boerjames/leuko-tf

A deep neural network for detecting eye cancer in children (in TensorFlow)

leuko-tf

local development

• Create a virtual machine using the latest version of Ubuntu 64-bit.

• Launch the virtual machine, upgrade and update

sudo apt upgrade
sudo apt update

• Install TensorFlow dependencies

sudo apt install python-pip python-dev python-virtualenv git

• Create virtual environment for TensorFlow development

virtualenv --system-site-packages ~/tensorflow

• Active the virtual environment

source ~/tensorflow/bin/activate

• Install TensorFlow (see the TensorFlow installation guide for the latest Linux 64-bit, CPU only, Python 2.7 whl file)

pip install --upgrade https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.10.0rc0-cp27-none-linux_x86_64.whl

• Install other dependencies

pip install scipy Pillow

• Clone this repository if you haven't already

git clone https://github.com/boerjames/leuko-tf.git

Use your favorite IDE (mine is PyCharm) to work on this project using the virtual environment we created.

server deployment