diff --git a/.editorconfig b/.editorconfig
new file mode 100644
index 0000000..664de3c
--- /dev/null
+++ b/.editorconfig
@@ -0,0 +1,12 @@
+root = true
+
+[*]
+indent_size = 4
+indent_style = space
+end_of_line = lf
+charset = utf-8
+trim_trailing_whitespace = true
+insert_final_newline = true
+
+[*.md]
+trim_trailing_whitespace = false
diff --git a/README.md b/README.md
index 96e879d..dcca25c 100755
--- a/README.md
+++ b/README.md
@@ -27,6 +27,18 @@ pyscenedetect (0.5)
 
 The demo has been tested with the package versions shown above, but may also work on other versions.
 
+### Docker
+
+Build
+```sh
+docker-compose build
+```
+
+Exec bash
+```sh
+docker-compose run syncnet bin/bash
+```
+
 ## Demo
 
 SyncNet demo:
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..906605d
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,7 @@
+version: '2.3'
+services:
+  syncnet:
+    build: ./docker
+    runtime: nvidia
+    volumes:
+      - ./src:/home
diff --git a/docker/Dockerfile b/docker/Dockerfile
new file mode 100644
index 0000000..5be9dca
--- /dev/null
+++ b/docker/Dockerfile
@@ -0,0 +1,46 @@
+FROM nvidia/cuda:9.0-cudnn7-devel
+
+RUN apt-get update \
+    && apt-get upgrade -y \
+    && apt-get install -y --no-install-recommends  \
+    gcc \
+    git \
+    make \
+    wget \
+    curl \
+    unzip \
+    cmake \
+    libsm6 \
+    libxext6 \
+    libpq-dev \
+    libxrender1 \
+    libglib2.0-0 \
+    liblapack-dev \
+    libxrender-dev \
+    libopenblas-dev \
+    build-essential \
+    ca-certificates \
+    python-pip \
+    python2.7 \
+    python2.7-dev \
+    python-tk \
+    && curl -kL https://bootstrap.pypa.io/get-pip.py | python
+
+# pip
+COPY ./requirements.txt /tmp
+RUN pip install --upgrade pip setuptools \
+    && pip install -r /tmp/requirements.txt \
+    && rm -rf /tmp/requirements.txt
+
+# ffmpeg
+RUN mkdir /tmp/ffmepg \
+    && wget -O /tmp/ffmepg/ffmpeg.tar.xz https://johnvansickle.com/ffmpeg/releases/ffmpeg-release-amd64-static.tar.xz \
+    && tar xvf /tmp/ffmepg/ffmpeg.tar.xz -C /tmp/ffmepg --strip-components 1 \
+    && cp /tmp/ffmepg/ffmpeg /usr/local/bin \
+    && cp /tmp/ffmepg/ffprobe /usr/local/bin \
+    && rm -rf /tmp/ffmepg
+
+RUN apt-get clean \
+    && rm -rf /var/chache/apt/archives/* /var/lib/apt/lists/*
+
+
diff --git a/docker/requirements.txt b/docker/requirements.txt
new file mode 100644
index 0000000..148d702
--- /dev/null
+++ b/docker/requirements.txt
@@ -0,0 +1,7 @@
+torch==1.1.0
+numpy==1.14.3
+scipy==1.0.1
+opencv-python==3.4.0.14
+python_speech_features==0.6
+tensorflow==1.4
+scenedetect==0.5
diff --git a/SyncNetInstance.py b/src/SyncNetInstance.py
similarity index 100%
rename from SyncNetInstance.py
rename to src/SyncNetInstance.py
diff --git a/SyncNetModel.py b/src/SyncNetModel.py
similarity index 100%
rename from SyncNetModel.py
rename to src/SyncNetModel.py
diff --git a/demo_feature.py b/src/demo_feature.py
similarity index 100%
rename from demo_feature.py
rename to src/demo_feature.py
diff --git a/demo_syncnet.py b/src/demo_syncnet.py
similarity index 100%
rename from demo_syncnet.py
rename to src/demo_syncnet.py
diff --git a/download_model.sh b/src/download_model.sh
similarity index 92%
rename from download_model.sh
rename to src/download_model.sh
index 7045f17..f7ba7bc 100755
--- a/download_model.sh
+++ b/src/download_model.sh
@@ -13,4 +13,4 @@ unzip facedet.zip -d protos/
 rm -f facedet.zip
 
 cat /dev/null > protos/__init__.py
-cat /dev/null > utils/__init__.py
\ No newline at end of file
+cat /dev/null > utils/__init__.py
diff --git a/run_pipeline.py b/src/run_pipeline.py
similarity index 100%
rename from run_pipeline.py
rename to src/run_pipeline.py
diff --git a/run_syncnet.py b/src/run_syncnet.py
similarity index 96%
rename from run_syncnet.py
rename to src/run_syncnet.py
index 6532059..2329154 100755
--- a/run_syncnet.py
+++ b/src/run_syncnet.py
@@ -32,7 +32,7 @@
 # ==================== GET OFFSETS ====================
 
 with open(os.path.join(opt.work_dir,opt.reference,'tracks.pckl'), 'rb') as fil:
-    tracks = pickle.load(fil, encoding='latin1')
+    tracks = pickle.load(fil)
 
 dists = []
 offsets = []
@@ -42,13 +42,13 @@
     offsets.append(offset)
     dists.append(dist)
     confs.append(conf)
-      
+
 # ==================== PRINT RESULTS TO FILE ====================
 
 with open(os.path.join(opt.work_dir,opt.reference,'offsets.txt'), 'w') as fil:
     fil.write('FILENAME\tOFFSET\tCONF\n')
     for ii, track in enumerate(tracks):
       fil.write('%05d.avi\t%d\t%.3f\n'%(ii, offsets[ii], confs[ii]))
-      
+
 with open(os.path.join(opt.work_dir,opt.reference,'activesd.pckl'), 'wb') as fil:
     pickle.dump(dists, fil)
diff --git a/run_visualise.py b/src/run_visualise.py
similarity index 97%
rename from run_visualise.py
rename to src/run_visualise.py
index 198c5fd..8cb1f88 100644
--- a/run_visualise.py
+++ b/src/run_visualise.py
@@ -28,10 +28,10 @@
 # ==================== LOAD FILES ====================
 
 with open(os.path.join(opt.work_dir,opt.reference,'tracks.pckl'), 'rb') as fil:
-    tracks = pickle.load(fil, encoding='latin1')
+    tracks = pickle.load(fil)
 
 with open(os.path.join(opt.work_dir,opt.reference,'activesd.pckl'), 'rb') as fil:
-    dists = pickle.load(fil, encoding='latin1')
+    dists = pickle.load(fil)
 
 # ==================== SMOOTH FACES ====================
 
diff --git a/utils/label_map_util.py b/src/utils/label_map_util.py
similarity index 100%
rename from utils/label_map_util.py
rename to src/utils/label_map_util.py