diff --git a/demo/browser.js b/demo/browser.js
index 47664480..ec81806f 100644
--- a/demo/browser.js
+++ b/demo/browser.js
@@ -3,8 +3,9 @@ import Human from '../src/human';
 import Menu from './menu.js';
 import GLBench from './gl-bench.js';
 
-// const userConfig = { backend: 'webgl' }; // add any user configuration overrides
+const userConfig = { backend: 'webgl' }; // add any user configuration overrides
 
+/*
 const userConfig = {
   backend: 'wasm',
   async: false,
@@ -15,6 +16,7 @@ const userConfig = {
   gesture: { enabled: false },
   body: { enabled: false, modelPath: '../models/blazepose.json' },
 };
+*/
 
 const human = new Human(userConfig);
 
diff --git a/demo/embedding.html b/demo/embedding.html
index b1fd7ce8..b5aae282 100644
--- a/demo/embedding.html
+++ b/demo/embedding.html
@@ -16,7 +16,7 @@
     <script src="./embedding.js" type="module"></script>
     <style>
       @font-face { font-family: 'Lato'; font-display: swap; font-style: normal; font-weight: 100; src: local('Lato'), url('../assets/lato-light.woff2') }
-      html { font-family: 'Lato', 'Segoe UI'; font-size: 20px; font-variant: small-caps; }
+      html { font-family: 'Lato', 'Segoe UI'; font-size: 24px; font-variant: small-caps; }
       body { margin: 0; background: black; color: white; overflow-x: hidden; scrollbar-width: none; }
       body::-webkit-scrollbar { display: none; }
       img { object-fit: contain; }
@@ -26,7 +26,7 @@
   <body>
     <br>Sample Images:
     <div id="images"></div>
-    <br>Selected Face (Enhanced)<br>
+    <br>Selected Face (Enhanced):<br>
     <canvas id="orig" style="width: 200px; height: 200px;"></canvas>
     <br><br>Extracted Faces - click on a face to sort by simmilarity:<br>
     <div id="faces"></div>
diff --git a/demo/embedding.js b/demo/embedding.js
index bf3169b4..6f744ab3 100644
--- a/demo/embedding.js
+++ b/demo/embedding.js
@@ -52,16 +52,16 @@ async function analyze(face) {
   const canvases = document.getElementsByClassName('face');
   for (const canvas of canvases) {
     // calculate simmilarity from selected face to current one in the loop
-    const res = human.simmilarity(face.embedding, all[canvas.tag.sample][canvas.tag.face].embedding, 3);
+    const res = human.simmilarity(face.embedding, all[canvas.tag.sample][canvas.tag.face].embedding, 2);
     // draw the canvas and simmilarity score
     canvas.title = res;
     await human.tf.browser.toPixels(all[canvas.tag.sample][canvas.tag.face].tensor, canvas);
     const ctx = canvas.getContext('2d');
     ctx.font = 'small-caps 1rem "Lato"';
     ctx.fillStyle = 'rgba(0, 0, 0, 1)';
-    ctx.fillText(`${(100 * res).toFixed(1)}%`, 3, 19);
+    ctx.fillText(`${(100 * res).toFixed(1)}%`, 3, 23);
     ctx.fillStyle = 'rgba(255, 255, 255, 1)';
-    ctx.fillText(`${(100 * res).toFixed(1)}%`, 4, 20);
+    ctx.fillText(`${(100 * res).toFixed(1)}%`, 4, 24);
   }
 
   // sort all faces by simmilarity
