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

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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

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

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