/deep_learning_workshop

Materials for a deep learning workshop. Covers convnets and transfer learning.

Primary LanguageJupyter Notebook

Deep Learning Workshop

Setup

Install Docker. This is an easy way to get a portable development environment up and running.

Quick Mac/Linux Setup

Run:

./bin/build_workshop.sh

from this directory.

You can lauch Jupyter with:

./bin/run_workshop.sh

Open the link that gets written to your command line in your browser.

Windows Setup:

Download this zip file and unzip it in this directory.

Build the docker image:

docker build -t workshop .

Then run the docker container:

docker run -it \
  -p 8080:8080 \
  -v \path\to\this\directory\notebooks:/app/notebooks \
  -v \path\to\this\directory\data:/app/data \
  -v %USERPROFILE%/.keras:/home/workshop/.keras \
  workshop

Open the link that gets written to your command line in your browser.

Without Docker

You can set up a python environment however you'd like, as long as it has HDF5 and the requirements from requirements.txt installed.