diff --git a/docker/Dockerfile b/docker/Dockerfile
new file mode 100644
index 0000000..a7d8dc4
--- /dev/null
+++ b/docker/Dockerfile
@@ -0,0 +1,22 @@
+FROM continuumio/anaconda3
+
+USER root
+
+RUN apt-get -y update && apt install -y build-essential
+
+COPY spec-list.pathflow.txt .
+
+RUN conda create --name default --file spec-list.pathflow.txt && \
+  rm spec-list.pathflow.txt
+
+COPY requirements.txt .
+
+RUN pip install -r requirements.txt && \
+    rm requirements.txt
+
+RUN pip install git+https://github.com/jlevy44/PathFlowAI.git
+
+RUN install_apex
+
+ENTRYPOINT [ "/usr/bin/tini", "--" ]
+CMD [ "/bin/bash" ]
diff --git a/docker/requirements.txt b/docker/requirements.txt
new file mode 100644
index 0000000..1997da6
--- /dev/null
+++ b/docker/requirements.txt
@@ -0,0 +1,88 @@
+albumentations==0.4.1
+asciitree==0.3.3
+beautifulsoup4==4.8.1
+blosc==1.8.1
+brambox==2.1.0
+certifi==2019.9.11
+chardet==3.0.4
+click==6.7
+cloudpickle==1.2.2
+cycler==0.10.0
+dask==2.6.0
+dask-image==0.2.0
+decorator==4.4.0
+dill==0.3.1.1
+distributed==2.6.0
+efficientnet-pytorch==0.5.1
+fasteners==0.15
+fire==0.2.1
+fsspec==0.5.2
+future==0.18.1
+googledrivedownloader==0.4
+GPUtil==1.4.0
+h5py==2.10.0
+HeapDict==1.0.1
+idna==2.8
+imageio==2.6.1
+imgaug==0.2.6
+isodate==0.6.0
+joblib==0.14.0
+kiwisolver==1.1.0
+locket==0.2.0
+matplotlib==3.1.1
+monotonic==1.5
+msgpack==0.6.2
+multiprocess==0.70.9
+networkx==2.4
+nonechucks==0.4.0
+nose==1.3.7
+numba==0.46.0
+numcodecs==0.6.3
+numpy==1.17.3
+opencv-python==4.1.1.26
+opencv-python-headless==4.1.1.26
+openslide-python==1.1.1
+pandas==0.25.0
+partd==1.0.0
+pathos==0.2.5
+Pillow==6.2.1
+PIMS==0.4.1
+plotly==4.2.1
+plyfile==0.7.1
+pox==0.2.7
+ppft==1.6.6.1
+progressbar2==3.47.0
+psutil==5.6.3
+pyparsing==2.4.2
+PySnooper==0.2.8
+python-dateutil==2.7.5
+python-utils==2.3.0
+pytz==2018.7
+PyWavelets==1.1.1
+rdflib==4.2.2
+requests==2.22.0
+retrying==1.3.3
+scikit-image==0.16.2
+scikit-learn==0.21.3
+scipy==1.3.1
+seaborn==0.9.0
+shap==0.31.0
+Shapely==1.6.4.post2
+six==1.12.0
+slicerator==1.0.0
+sortedcontainers==2.1.0
+soupsieve==1.9.4
+tblib==1.5.0
+termcolor==1.1.0
+tifffile==2019.7.26
+toolz==0.10.0
+torch==1.3.0
+torch-encoding==1.0.1
+torchvision==0.4.1
+tornado==6.0.3
+tqdm==4.36.1
+umap-learn==0.3.10
+urllib3==1.25.6
+xarray==0.14.0
+zarr==2.3.2
+zict==1.0.0
diff --git a/docker/spec-list.pathflow.txt b/docker/spec-list.pathflow.txt
new file mode 100644
index 0000000..718714b
--- /dev/null
+++ b/docker/spec-list.pathflow.txt
@@ -0,0 +1,61 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://repo.anaconda.com/pkgs/main/linux-64/_libgcc_mutex-0.1-main.conda
+https://conda.anaconda.org/conda-forge/linux-64/binutils_impl_linux-64-2.31.1-h7fc9f1b_2.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2019.9.11-hecc5488_0.tar.bz2
+https://repo.anaconda.com/pkgs/main/linux-64/libstdcxx-ng-9.1.0-hdf63c60_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.31.1-h6176602_12.tar.bz2
+https://repo.anaconda.com/pkgs/main/linux-64/libgcc-ng-9.1.0-hdf63c60_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h516909a_1.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/icu-64.2-he1b5a44_1.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/jpeg-9c-h14c3975_1001.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.2.1-he1b5a44_1006.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-7.2.0-h69d50b8_2.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.15-h516909a_1005.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.32.1-h14c3975_1000.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.8.3-he1b5a44_1001.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.1-hf484d3e_1002.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/openssl-1.1.1c-h516909a_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/pcre-8.43-he1b5a44_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/pixman-0.38.0-h516909a_1003.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/pthread-stubs-0.4-h14c3975_1001.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-kbproto-1.0.7-h14c3975_1002.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-libice-1.0.10-h516909a_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.9-h14c3975_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.3-h516909a_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-renderproto-0.11.1-h14c3975_1002.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-xextproto-7.3.0-h14c3975_1002.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-xproto-7.0.31-h14c3975_1007.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.2.4-h14c3975_1001.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/zlib-1.2.11-h516909a_1006.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/gcc_linux-64-7.3.0-h553295d_12.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/gettext-0.19.8.1-hc5be6a0_1002.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libedit-3.1.20170329-hf8c457e_1001.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libpng-1.6.37-hed695b0_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libxcb-1.13-h14c3975_1002.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.9.9-hee79883_5.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.0-hf8c457e_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.9-hed695b0_1003.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-libsm-1.2.3-h84519dc_1000.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/zstd-1.4.3-h3b9ef0a_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/freetype-2.10.0-he983fc9_1.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/glib-2.58.3-h6f030ca_1002.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/gxx_linux-64-7.3.0-h553295d_12.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libtiff-4.0.10-hfc65ed5_1004.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/sqlite-3.30.1-hcee41ef_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-libx11-1.6.9-h516909a_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/fontconfig-2.13.1-h86ecdb6_1001.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/openjpeg-2.3.1-h21c5421_1.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/python-3.7.3-h33d41f4_1.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-libxext-1.3.4-h516909a_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-libxrender-0.9.10-h516909a_1002.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/cairo-1.16.0-hfb77d84_1002.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/certifi-2019.9.11-py37_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/gobject-introspection-1.58.2-py37h5503ade_1002.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/setuptools-41.4.0-py37_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/gdk-pixbuf-2.36.12-h7a26e22_1003.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/wheel-0.33.6-py37_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/openslide-3.4.1-h8137273_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/pip-19.3.1-py37_0.tar.bz2