diff --git a/frontend/src/ketr-photos/ketr-photos.html b/frontend/src/ketr-photos/ketr-photos.html
index 4f9619a..fbf3e85 100755
--- a/frontend/src/ketr-photos/ketr-photos.html
+++ b/frontend/src/ketr-photos/ketr-photos.html
@@ -87,8 +87,8 @@
         <div>[[path]]</div>
       </app-header>
       <div class="thumbnails layout horizontal wrap">
-        <template is="dom-repeat" items="[[photos.files]]">
-          <div style$="background-image:url([[item.filepath]])" on-tap="_imageTap" info="[[item]]"></div>
+        <template is="dom-repeat" items="[[photos]]">
+          <div style$="background-image:url([[item.path]]/[[item.filename]])" on-tap="_imageTap" info="[[item]]"></div>
         </template>
       </div>
       <div class="folders layout horizontal wrap">
@@ -148,26 +148,24 @@
 
             var base = document.querySelector("base");
             if (base) {
-              base = new URL(base.href).pathname;
-              var parts = new RegExp("http.*" + base.replace(/\//, "\\/") + "(.*)").exec(window.location.href);
-              if (parts && parts.length == 2) {
-                this.base = "./" + parts[1];
-              } else {
-                this.base = "";
-              }
+              this.base = new URL(base.href).pathname;
             } else {
               this.base = "";
             }
 
+            photos.forEach(function(photo) {
+              photo.path = this.base + photo.path;
+            }.bind(this));
+
             function findPath(path, item) {
-              if (path.indexOf(item.filepath) != 0) {
+              if (path.indexOf(item.path) != 0) {
                 return false;
               }
 
-              if (path == item.filepath || path == item.filepath + "/") {
+              if (path == item.path || path == item.path + "/") {
                 return item;
               }
-              
+
               for (var i = 0; i < item.paths.length; i++) {
                 var tmp = findPath(path, item.paths[i]);
                 if (tmp) {
diff --git a/server/app.js b/server/app.js
index b33a750..cf104d4 100644
--- a/server/app.js
+++ b/server/app.js
@@ -6,8 +6,8 @@ const express = require("express"),
   morgan = require("morgan"),
   bodyParser = require("body-parser"),
   config = require("config"),
-  scanner = require("./scanner"),
-  db = require("./db");
+  db = require("./db"),
+  scanner = require("./scanner");
 
 require("./console-line.js"); /* Monkey-patch console.log with line numbers */
 
@@ -32,7 +32,7 @@ app.set("trust proxy", true);
 /* Handle static files first so excessive logging doesn't occur */
 app.use(basePath, express.static("frontend", { index: false }));
 
-app.use(basePath, express.static(".", { index: false }));
+app.use(basePath, express.static(picturesPath, { index: false }));
 
 app.use(morgan("common"));
 
@@ -75,9 +75,9 @@ app.set("port", serverConfig.port);
 
 const server = require("http").createServer(app);
 
-Promise.all([
-  db, scanner.then(function(files) { app.set("files", files); })
-]).then(function() {
+db.then(function(photoDB) {
+  return scanner.scan(photoDB);
+}).then(function() {
   console.log("Done scanning. Opening server.");
   server.listen(serverConfig.port);
 }).catch(function(error) {
diff --git a/server/db/index.js b/server/db/index.js
index b09d272..33f280e 100644
--- a/server/db/index.js
+++ b/server/db/index.js
@@ -20,44 +20,31 @@ const fs = require('fs'),
 
 function init() {
   const db = {
-    sequelize: new Sequelize(config.get("db.host"), config.get("db.options"))
+    sequelize: new Sequelize(config.get("db.host"), config.get("db.options")),
+    Sequelize: Sequelize
   };
 
-  return new Promise(function(resolve, reject) {
-    console.log("DB initialization beginning. DB access will block.");
-    let models = [];
+  console.log("DB initialization beginning. DB access will block.");
 
-    /* Load models */
-    fs.readdirSync(__dirname).forEach(function (file) {
-      if (file == "." || file == ".." || file == "index.js") {
-        return;
-      }
-      let model = db.sequelize.import(path.join(__dirname, file));
-      db[model.name] = model;
-      models.push(model);
+  return db.sequelize.authenticate().then(function () {
+    const Photo = db.sequelize.define('photo', {
+      path: Sequelize.STRING,
+      filename: Sequelize.STRING,
+      added: Sequelize.DATE
     });
 
-    /* After all the models are loaded, associate any that need it */
-    models.forEach(function (model) {
-      if (model.associate) {
-        model.associate(db);
-      }
-    });
-
-    return db.sequelize.authenticate().then(function () {
-      console.log("Connection established successfully with DB.");
-      return db.sequelize.sync({
-        force: false
-      }).then(function () {
-        console.log("DB relationships successfully mapped. DB access unblocked.");
-        return resolve(db);
-      });
-    }).catch(function (error) {
-      console.log("ERROR: Failed to authenticate with DB");
-      console.log("ERROR: " + JSON.stringify(config.get("db"), null, 2));
-      console.log(error);
-      return reject(error);
+    console.log("Connection established successfully with DB.");
+    return db.sequelize.sync({
+      force: false
+    }).then(function () {
+      console.log("DB relationships successfully mapped. DB access unblocked.");
+      return db;
     });
+  }).catch(function (error) {
+    console.log("ERROR: Failed to authenticate with DB");
+    console.log("ERROR: " + JSON.stringify(config.get("db"), null, 2));
+    console.log(error);
+    return reject(error);
   });
 }
 
diff --git a/server/routes/photos.js b/server/routes/photos.js
index 19c7bd3..7e87a35 100644
--- a/server/routes/photos.js
+++ b/server/routes/photos.js
@@ -5,10 +5,33 @@ const express = require("express"),
   url = require("url"),
   config = require("config");
 
+let photoDB;
+
+require("../db").then(function(db) {
+  photoDB = db;
+});
+
 const router = express.Router();
 
+/* Each photos has:
+
+* locations
+* people
+* date
+* tags
+* photo info
+
+*/
+
 router.get("/", function(req, res/*, next*/) {
-  return res.status(200).json(req.app.get("files"));
+  return photoDB.sequelize.query("SELECT path,filename,added FROM photos WHERE path LIKE :path", {
+    replacements: {
+      path: req.url + "%"
+    },
+    type: photoDB.Sequelize.QueryTypes.SELECT
+  }).then(function(photos) {
+    return res.status(200).json(photos);
+  });
 });
 
 module.exports = router;
diff --git a/server/scanner.js b/server/scanner.js
index 024f094..60f4a5d 100644
--- a/server/scanner.js
+++ b/server/scanner.js
@@ -1,27 +1,24 @@
 "use strict";
 
-const db = require("sequelize"),
-  Promise = require("bluebird"),
+const Promise = require("bluebird"),
   fs = require("fs"),
   config = require("config");
 
 let scanning = 0;
 
+let photoDB = null;
+
 const picturesPath = config.get("picturesPath");
 
-function scanFile(path, stats) {
+function scanFile(path, file, stats) {
   return new Promise(function(resolve, reject) {
-    const meta = { filepath: path };
-    console.log("Scanning file: " + path);
-    meta.created = stats.ctime;
-    return resolve(meta);
+    console.log("Scanning file: " + path + "/" + file);
+    return resolve(true);
   });
 }
 
 function scanDir(path) {
   return new Promise(function(resolve, reject) {
-    const meta = { filepath: path, files: [], paths: [] };
-
     console.log("Scanning path " + path);
 
     fs.readdir(path, function(err, files) {
@@ -35,29 +32,44 @@ function scanDir(path) {
       return Promise.map(files, function(file) {
         let filepath = path + "/" + file;
 
-
         return new Promise(function(resolve, reject) {
           fs.stat(filepath, function(err, stats) {
             if (err) {
               console.warn("Could not stat " + filepath);
-              return resolve(null);
+              return resolve(false);
             }
 
             if (stats.isDirectory()) {
               return scanDir(filepath, stats).then(function(entry) {
-                if (entry && (entry.files.length || entry.paths.length)) {
-                  meta.paths.push(entry);
-                }
-                return resolve(entry);
+                return resolve(true);
               });
             }
 
             /* stats.isFile()  */
-            return scanFile(filepath, stats).then(function(entry) {
-              if (entry) {
-                meta.files.push(entry);
+            return scanFile(path, file, stats).then(function(entry) {
+              if (!entry) {
+                return resolve(false);
               }
-              return resolve(entry);
+
+              const replacements = {
+                path: path.slice(picturesPath.length),
+                filename: file,
+                added: new Date()
+              };
+
+              return photoDB.sequelize.query("SELECT id FROM photos WHERE path=:path AND filename=:filename", {
+                replacements: replacements,
+                type: photoDB.sequelize.QueryTypes.SELECT
+              }).then(function(photo) {
+                if (photo.length == 0) {
+                  return photoDB.sequelize.query("INSERT INTO photos " +
+                   "SET path=:path,filename=:filename,added=DATE(:added)", {
+                    replacements: replacements
+                  });
+                }
+              }).then(function() {
+                return resolve(true);
+              });
             });
           });
         });
@@ -70,7 +82,7 @@ function scanDir(path) {
           console.log("Scanning completed in " + Math.round(((endStamp - startStamp))) + "ms.");
         }
       }).then(function() {
-        return resolve(meta);
+        return resolve();
       });
     });
   });
@@ -78,4 +90,9 @@ function scanDir(path) {
 
 const startStamp = Date.now();
 
-module.exports = scanDir(picturesPath);
+module.exports = {
+  scan: function (db) {
+    photoDB = db;
+    return scanDir(picturesPath);
+  }
+};