diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..864179f
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,2 @@
+*
+!entrypoint.sh
diff --git a/.env b/.env
new file mode 100644
index 0000000..6f27435
--- /dev/null
+++ b/.env
@@ -0,0 +1 @@
+USER_ID=1000:1000
diff --git a/.gitignore b/.gitignore
index 78e7b5d..73b4aa9 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,3 +3,5 @@ node_modules
 ./elements
 frontend/bower_components
 pictures
+db
+*.db
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..35172e6
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,52 @@
+FROM ubuntu:disco
+
+RUN apt-get update 
+
+RUN apt-get install -y wget
+
+# Upgrade Node
+RUN wget -qO- https://deb.nodesource.com/setup_10.x | bash -
+RUN DEBIAN_FRONTEND=NONINTERACTIVE apt-get install -y \
+  nodejs \
+  gcc \
+  g++ \
+  make \
+  cmake
+
+# You can then install the latest npm, polymer-cli, and bower:
+RUN npm install --global npm@latest npx
+
+# Speed up face-recognition and dev tools
+RUN apt-get install -y libopenblas-dev cmake
+
+# NEF processing uses ufraw-batch
+RUN apt-get install -y ufraw-batch
+
+# Create a user with sudo access
+RUN DEBIAN_FRONTEND=noninteractive \
+  && apt-get install --no-install-recommends -y \
+      sudo
+  
+# NOTE: Requires 'sudo' package to already be installed
+RUN groupadd -g 1000 user \
+  && useradd --no-log-init \
+    -s /bin/bash \
+    -u 1000 \
+    -m \
+    -g user \
+    -G sudo \
+    -p $(echo "user" | openssl passwd -stdin) user
+  
+# Set 'sudo' to NOPASSWD for all container users
+RUN sed -i -e 's,%sudo.*,%sudo ALL=(ALL) NOPASSWD:ALL,g' /etc/sudoers
+
+COPY /entrypoint.sh /entrypoint.sh
+
+RUN DEBIAN_FRONTEND=noninteractive \
+  && apt-get install --no-install-recommends -y \
+    git
+
+USER user
+WORKDIR /website
+
+CMD [ "/entrypoint.sh" ]
diff --git a/README.md b/README.md
index 664e736..f6bb5c7 100644
--- a/README.md
+++ b/README.md
@@ -28,47 +28,6 @@ sudo apt install -y ufraw-batch
 
 ### Create `photos` user for DB
 
-You will need to know the root password for your mariadb installation. If you
-need to reset the root password, you can perform the following:
-
-```bash
-export PASSWORD=m4g1cP4ssw0rd
-sudo service mysql stop
-sudo mysqld_safe --skip-grant-tables &
-sleep 1 # mysqld_safe can take a bit of time to come online
-sudo mysql << EOF
-use mysql;
-UPDATE user SET PASSWORD=PASSWORD("${PASSWORD}") WHERE USER='root';
-UPDATE user SET plugin='mysql_native_password' WHERE USER='root';
-FLUSH PRIVILEGES;
-QUIT
-EOF
-sudo service mysql stop
-sudo service mysql start
-```
-
-Once you know the root password, you can then create a new user and DB 
-for the photo app via:
-
-### Create the USER
-
-```bash
-U='photos'
-P='p4$$w0rd'
-mysql -u root --password=${PASSWORD} << EOF
-CREATE USER '${U}'@'localhost' IDENTIFIED BY '${P}';
-EOF
-```
-
-### Create the DB 'photos'
-
-```bash
-U='photos'
-P='p4$$w0rd'
-D='photos'
-mysql -u root --password=${PASSWORD} << EOF
-DROP DATABASE IF EXISTS ${D};
-CREATE DATABASE ${D} CHARACTER SET utf8 COLLATE utf8_general_ci;
-GRANT ALL PRIVILEGES ON ${D}.* TO '${U}'@'localhost' IDENTIFIED BY '${P}';
-EOF
-```
+Photos is currently using sqlite, which means you don't need to
+do anything fancy beyond having run 'npm install' to get sequelize
+and sqlite3 installed.
diff --git a/config/default.json b/config/default.json
index 85e287a..393573b 100644
--- a/config/default.json
+++ b/config/default.json
@@ -1,14 +1,14 @@
 {
   "db": {
     "photos": {
-      "host": "sqlite:photos.db",
+      "host": "sqlite:db/photos.db",
       "options": {
         "logging" : false,
         "timezone": "+00:00"
       }
     },
     "users": {
-      "host": "sqlite:users.db",
+      "host": "sqlite:db/users.db",
       "options": {
         "logging" : false,
         "timezone": "+00:00"
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..2802b2f
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,30 @@
+version: '3.1'
+
+services:
+
+#  db:
+#    image: mariadb
+#    restart: always
+#    environment:
+#      MYSQL_ROOT_PASSWORD: photos
+#      PHOTOS_DB_USER: photos
+#      PHOTOS_DB_PASSWD: ph0t0z
+#      PHOTOS_DB: photos
+#    volumes:
+#      - ${PWD}/db:/var/lib/mysql
+#      - ./init.sql:/data/application/init.sql
+
+  photos:
+    user: ${USER_ID}
+    build: .
+    image: photos:latest
+    container_name: photos
+ #   depends_on:
+ #     - db
+    restart: always
+    ports:
+      - 8123:8123
+    volumes:
+      - ${PWD}/photos:/photos
+      - ${PWD}/db:/db
+      - ${PWD}:/website
diff --git a/entrypoint.sh b/entrypoint.sh
new file mode 100755
index 0000000..c0a30b0
--- /dev/null
+++ b/entrypoint.sh
@@ -0,0 +1,5 @@
+#!/bin/bash
+while true; do
+  npm start
+  sleep 3
+done
diff --git a/frontend/slideshow.html b/frontend/slideshow.html
index c5e0361..841f62b 100755
--- a/frontend/slideshow.html
+++ b/frontend/slideshow.html
@@ -1,167 +1,225 @@
-<html>
-<script src="src/ketr-photos/fetch.js"></script>
-<base href="/">
-<body>
-<style>
-body {
-    margin: 0;
-    padding: 0;
-}
-
-#photo {
-    position: fixed;
-    display: inline-block;
-    top: 0;
-    right: 0;
-    bottom: 0;
-    left: 0;
-    background-repeat: no-repeat;
-    background-position: 50% 50%;
-    background-size: contain;
-    background-color: #222;
-}
-
-#placeholder {
-    position: absolute;
-    left: -1000px;
-    display: none;
-}
-
-#info {
-    position: absolute;
-    bottom: 0px;
-    left: 0px;
-    right: 0px;
-    padding: 0.5em 1em;
-    background-color: #444;
-    color: white;
-    font-size: 1.5em;
-    line-height: 1.5em;
-    font-family: Arial;
-    box-shadow: 0px -0.25em 1em black;
-}
-</style>
-<img id="placeholder"></img>
-<div id="photo">
-</div>
-<div id="info">
-    Loading photoset...
-</div>
-<script>
-var base, placeholder, info, photos = [], photoIndex;
-
-function shuffle(array) {
-  var index = array.length, tmp, random;
-
-  while (index) {
-    random = Math.floor(Math.random() * index);
-    index--;
-
-    // And swap it with the current element.
-    tmp = array[index];
-    array[index] = array[random];
-    array[random] = tmp;
-  }
-
-  return array;
-}
-
-function loadPhoto(index) {
-    var photo = photos[index];
-    placeholder.src = base + photo.path /* + "thumbs/scaled/"*/ + photo.filename;
-}
-
-function nextPhoto() {
-    photoIndex = (photoIndex + 1) % photos.length;
-    loadPhoto(photoIndex);
-}
-
-var scheduled = false;
-function schedule() {
-    if (scheduled) {
-        clearTimeout(scheduled);
-    }
-    scheduled = setTimeout(function () {
-        scheduled = undefined;
-        nextPhoto();
-    }, 15 * 1000);
-}
-
-document.addEventListener("DOMContentLoaded", function() {
-    var tmp = document.querySelector("base");
-    if (tmp) {
-        base = new URL(tmp.href).pathname.replace(/\/$/, "") + "/"; /* Make sure there is a trailing slash */
-    } else {
-        base = "/";
-    }
-
-    document.addEventListener("keydown", function(event) {
-        if (event.keyCode == 37) { /* left */
-            if (photoIndex == 0) {
-                photoIndex = photos.length;
-            }
-            photoIndex--;
-            loadPhoto(photoIndex);
-            return;
-        }
-
-        if (event.keyCode == 39) { /* right */
-            photoIndex = (photoIndex + 1) % photos.length;
-            loadPhoto(photoIndex);
-            return;
-        }
-
-        console.log(event.keyCode);
-    });
-
-    info = document.getElementById("info");
-    placeholder = document.getElementById("placeholder");
-
-    placeholder.onload = function() {
-        var item = photos[photoIndex],
-            days = [ "Sunday", "Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday" ],
-            months = [ "January", "February", "March", "April", "May", "June",
-                "July", "August", "September", "October", "November", "December" ],
-        taken = new Date(item.taken);
-
-        info.textContent = "Photo taken on " +
-            days[taken.getDay()] + ", " +
-            months[taken.getMonth()] + " " +
-            taken.getDate() + " " +
-            taken.getFullYear();
-
-        photo.style.backgroundImage = "url(" + placeholder.src + ")";
-
-        schedule();
-    };
-
-    placeholder.onerror = function() {
-        info.textContent = "Error loading photo. Trying next photo.";
-        nextPhoto();
-    }
-
-    window.fetch("api/v1/photos/holiday/memorial%20day",  function(error, xhr) {
-        if (error && xhr.status != 404) {
-            console.log("Unable to fetch holiday: " + error);
-            return;
-        }
-
-        var results;
-        try {
-            results = JSON.parse(xhr.responseText);
-        } catch (___) {
-            info.textContent = "Unable to parse results"
-            return;
-        }
-
-        if (results.items.length) {
-            photos = shuffle(results.items);
-            photoIndex = -1;
-            nextPhoto();
-        } else {
-            info.textContent = "No photos found.";
-        }
-    });
-});
-</script>
-</body>
+<html>
+<base href="/photos/">
+<body>
+<style>
+body {
+  margin: 0;
+  padding: 0;
+}
+
+#photo {
+  position: fixed;
+  display: inline-block;
+  top: 0;
+  right: 0;
+  bottom: 0;
+  left: 0;
+  z-index: 0;
+  background-repeat: no-repeat;
+  background-position: 50% 50%;
+  background-size: contain;
+  background-color: #222;
+}
+
+#placeholder {
+  position: absolute;
+  left: -1000px;
+  display: none;
+}
+
+#footer {
+  position: absolute;
+  bottom: 0px;
+  left: 0px;
+  right: 0px;
+  opacity: 0.6;
+  background: linear-gradient(45deg, rgba(16, 16, 16, 1), transparent);
+  color: white;
+  font-size: 1.5em;
+  line-height: 1.5em;
+  font-family: Arial;
+  box-shadow: 0px -0.25em 1em black;
+  text-shadow: 0 1px 0 black;
+  z-index: 100;
+  display: flex;
+  flex-direction: row;
+  justify-content: space-between;
+}
+
+#info {
+  padding: 0.5em 1em;
+}
+
+#loading {
+  padding: 0.5em 1em;
+}
+
+</style>
+<img id="placeholder"></img>
+<div id="photo">
+</div>
+<div id="footer">
+  <div id="info">Loading photoset...</div>
+  <div id="loading"></div>    
+</div>
+<script>
+var base, placeholder, info, photos = [], photoIndex;
+
+function shuffle(array) {
+  var index = array.length, tmp, random;
+
+  while (index) {
+    random = Math.floor(Math.random() * index);
+    index--;
+
+    // And swap it with the current element.
+    tmp = array[index];
+    array[index] = array[random];
+    array[random] = tmp;
+  }
+
+  return array;
+}
+
+var countdown = 15;
+
+const days = [ "Sunday", "Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday" ],
+      months = [ "January", "February", "March", "April", "May", "June",
+            "July", "August", "September", "October", "November", "December" ];
+
+function loadPhoto(index) {
+  const photo = photos[index],
+    xml = new XMLHttpRequest(),
+    url = base + photo.path /* + "thumbs/scaled/"*/ + photo.filename,
+    taken = new Date(photo.taken);
+
+  document.getElementById("loading").textContent = "0%";
+
+  xml.onprogress = function (event) {
+    var alpha = 0;
+    if (event.total) {
+      alpha = event.loaded / event.total;
+      document.getElementById("loading").textContent = Math.ceil(100 * alpha) + "%";
+    } else {
+      document.getElementById("loading").textContent = "0%";
+    }
+  };
+
+  xml.onload = function(event) {
+    info.textContent = 
+      days[taken.getDay()] + ", " +
+      months[taken.getMonth()] + " " +
+      taken.getDate() + " " +
+      taken.getFullYear();
+    document.getElementById("photo").style.backgroundImage = "url(" + url + ")";
+    countdown = 15;
+    tick();
+  }
+
+  xml.onerror = function(event) {
+    info.textContent = "Error loading photo. Trying next photo.";
+    nextPhoto();
+  }
+
+  xml.open("GET", url, true);
+  xml.send();
+}
+
+function nextPhoto() {
+  photoIndex = (photoIndex + 1) % photos.length;
+  loadPhoto(photoIndex);
+}
+
+var scheduled = false;
+
+function tick() {
+  if (scheduled) {
+    clearTimeout(scheduled);
+  }
+  document.getElementById("loading").textContent = countdown + "s";
+  if (countdown > 0) {
+    /* If there is a timer running, then decrement the counter */
+    if (scheduled) {
+      countdown--;
+    }
+    scheduled = setTimeout(tick, 1000);
+  } else {
+    scheduled = null;
+    countdown = 15;
+    nextPhoto();
+  }
+}
+
+function schedule() {
+  if (scheduled) {
+    clearTimeout(scheduled);
+  }
+  tick();
+}
+
+var paused = false;
+document.addEventListener("DOMContentLoaded", function() {
+    var tmp = document.querySelector("base");
+    if (tmp) {
+        base = new URL(tmp.href).pathname.replace(/\/$/, "") + "/"; /* Make sure there is a trailing slash */
+    } else {
+        base = "/";
+    }
+
+    document.addEventListener("keydown", function(event) {
+      if (event.keyCode == 32) { /* space */
+        paused = !paused;
+        if (!paused) {
+          tick();
+        } else {
+          document.getElementById("loading").textContent = "||";
+          clearTimeout(scheduled);
+          scheduled = null;
+        }
+        return;
+      }
+
+      if (event.keyCode == 37) { /* left */
+        if (photoIndex == 0) {
+          photoIndex = photos.length;
+        }
+        photoIndex--;
+        loadPhoto(photoIndex);
+        return;
+      }
+
+      if (event.keyCode == 39) { /* right */
+        photoIndex = (photoIndex + 1) % photos.length;
+        loadPhoto(photoIndex);
+        return;
+      }
+
+      console.log(event.keyCode);
+    });
+
+    info = document.getElementById("info");
+
+    /* Trim off everything up to and including the ? (if its there) */
+    var parts = window.location.href.match(/^.*\?(.*)$/);
+    if (parts) {
+      holiday = parts[1];
+    } else {
+      holiday = "memorial day";
+    }
+    window.fetch("api/v1/photos/holiday/" + holiday.replace(/ +/g, "%20"))
+    .then(res => res.json()).then(function(data) {
+      if (data.items.length) {
+        info.textContent = photos.length + " photos found. Shuffling.";
+        photos = shuffle(data.items);
+        photoIndex = -1;
+        nextPhoto();
+      } else {
+        info.textContent = "No photos found for " + holiday + ".";
+      }
+    }).catch(function(error) {
+      console.error(error);
+      info.textContent = "Unable to fetch holiday :(";
+    });
+});
+</script>
+</body>
diff --git a/package.json b/package.json
index bc53fdc..5f3d948 100644
--- a/package.json
+++ b/package.json
@@ -12,6 +12,9 @@
   },
   "author": "James Ketrenos",
   "license": "Apache-2.0",
+  "unused": {
+    "face-recognition": "^0.9.4"
+  },
   "dependencies": {
     "bluebird": "^3.5.3",
     "body-parser": "^1.18.3",
@@ -21,7 +24,6 @@
     "exif-reader": "github:paras20xx/exif-reader",
     "express": "^4.16.4",
     "express-session": "^1.15.6",
-    "face-recognition": "^0.9.4",
     "handlebars": "^4.0.12",
     "ldapauth-fork": "^4.0.2",
     "ldapjs": "^1.0.2",
diff --git a/query.sh b/query.sh
index 7ad9448..ae5b46e 100755
--- a/query.sh
+++ b/query.sh
@@ -1,2 +1,2 @@
 #!/bin/bash
-sqlite3 photos.db
+sqlite3 db/photos.db