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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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diff --git a/assets/img/favicons-old/favicon-96x96.png b/assets/img/favicons-old/favicon-96x96.png
new file mode 100644
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new file mode 100644
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diff --git a/assets/img/favicons-old/manifest.json b/assets/img/favicons-old/manifest.json
new file mode 100644
index 00000000..1a248b9f
--- /dev/null
+++ b/assets/img/favicons-old/manifest.json
@@ -0,0 +1,41 @@
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+  "name": "App",
+  "icons": [
+    {
+      "src": "\/android-icon-36x36.png",
+      "sizes": "36x36",
+      "type": "image\/png",
+      "density": "0.75"
+    },
+    {
+      "src": "\/android-icon-48x48.png",
+      "sizes": "48x48",
+      "type": "image\/png",
+      "density": "1.0"
+    },
+    {
+      "src": "\/android-icon-72x72.png",
+      "sizes": "72x72",
+      "type": "image\/png",
+      "density": "1.5"
+    },
+    {
+      "src": "\/android-icon-96x96.png",
+      "sizes": "96x96",
+      "type": "image\/png",
+      "density": "2.0"
+    },
+    {
+      "src": "\/android-icon-144x144.png",
+      "sizes": "144x144",
+      "type": "image\/png",
+      "density": "3.0"
+    },
+    {
+      "src": "\/android-icon-192x192.png",
+      "sizes": "192x192",
+      "type": "image\/png",
+      "density": "4.0"
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new file mode 100644
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new file mode 100644
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index 1297d63f..0336beb0 100644
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index 880b5108..e3ae56a5 100644
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diff --git a/assets/img/favicons/apple-icon-60x60.png b/assets/img/favicons/apple-icon-60x60.png
index 6446f028..9bd21e32 100644
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index 1a14669e..9e416f8b 100644
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index 844a07f7..19dc66b5 100644
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index 23221dbe..0b504e45 100644
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index 506a36c8..3f330e84 100644
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diff --git a/assets/img/favicons/favicon-96x96.png b/assets/img/favicons/favicon-96x96.png
index fd1cc8ef..d5980d30 100644
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diff --git a/assets/img/favicons/favicon.ico b/assets/img/favicons/favicon.ico
index 93c0a864..c7618ef7 100644
Binary files a/assets/img/favicons/favicon.ico and b/assets/img/favicons/favicon.ico differ
diff --git a/assets/img/favicons/manifest.json b/assets/img/favicons/manifest.json
index 1a248b9f..69d3c77c 100644
--- a/assets/img/favicons/manifest.json
+++ b/assets/img/favicons/manifest.json
@@ -1,41 +1,41 @@
 {
-  "name": "App",
-  "icons": [
-    {
-      "src": "\/android-icon-36x36.png",
-      "sizes": "36x36",
-      "type": "image\/png",
-      "density": "0.75"
-    },
-    {
-      "src": "\/android-icon-48x48.png",
-      "sizes": "48x48",
-      "type": "image\/png",
-      "density": "1.0"
-    },
-    {
-      "src": "\/android-icon-72x72.png",
-      "sizes": "72x72",
-      "type": "image\/png",
-      "density": "1.5"
-    },
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-      "src": "\/android-icon-96x96.png",
-      "sizes": "96x96",
-      "type": "image\/png",
-      "density": "2.0"
-    },
-    {
-      "src": "\/android-icon-144x144.png",
-      "sizes": "144x144",
-      "type": "image\/png",
-      "density": "3.0"
-    },
-    {
-      "src": "\/android-icon-192x192.png",
-      "sizes": "192x192",
-      "type": "image\/png",
-      "density": "4.0"
-    }
-  ]
-}
\ No newline at end of file
+    "name": "App",
+    "icons": [
+      {
+        "src": "\/android-icon-36x36.png",
+        "sizes": "36x36",
+        "type": "image\/png",
+        "density": "0.75"
+      },
+      {
+        "src": "\/android-icon-48x48.png",
+        "sizes": "48x48",
+        "type": "image\/png",
+        "density": "1.0"
+      },
+      {
+        "src": "\/android-icon-72x72.png",
+        "sizes": "72x72",
+        "type": "image\/png",
+        "density": "1.5"
+      },
+      {
+        "src": "\/android-icon-96x96.png",
+        "sizes": "96x96",
+        "type": "image\/png",
+        "density": "2.0"
+      },
+      {
+        "src": "\/android-icon-144x144.png",
+        "sizes": "144x144",
+        "type": "image\/png",
+        "density": "3.0"
+      },
+      {
+        "src": "\/android-icon-192x192.png",
+        "sizes": "192x192",
+        "type": "image\/png",
+        "density": "4.0"
+      }
+    ]
+  }
\ No newline at end of file
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new file mode 100644
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diff --git a/assets/img/l2l-full.png b/assets/img/l2l-full.png
index 5aa08d34..0348b23c 100644
Binary files a/assets/img/l2l-full.png and b/assets/img/l2l-full.png differ
diff --git a/assets/img/learn2learn-old.png b/assets/img/learn2learn-old.png
new file mode 100644
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Binary files /dev/null and b/assets/img/learn2learn-old.png differ
diff --git a/assets/img/learn2learn-old.svg b/assets/img/learn2learn-old.svg
new file mode 100644
index 00000000..bb538e33
--- /dev/null
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@@ -0,0 +1,24 @@
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+     width="2560" height="2560" viewBox="0, 0, 512, 512">
+    <g id="Background">
+        <rect x="0" y="0" width="512" height="512" fill="#FFFFFF"/>
+    </g>
+    <g id="Layer_1">
+        <path d="M393.248,159.795 L359.365,193.678 C415.837,250.151 415.837,342.121 359.365,398.594 C302.892,455.067 210.922,455.067 154.449,398.594 C97.976,342.121 97.976,250.151 154.449,193.678 L154.449,193.678 L244.805,103.322 L256.1,90.414 L256.1,90.414 L256.1,22.646 L118.952,159.795 C43.117,235.629 43.117,356.643 118.952,432.478 C194.787,508.312 315.8,508.312 391.635,432.478 C469.083,356.643 469.083,234.016 393.248,159.795 z"
+              fill="#009CE8"/>
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+              fill="#009CE8"/>
+        <g>
+            <path d="M313.663,226.37 L334.836,206.878" fill="#FFFFFF"/>
+            <path d="M313.663,226.37 L334.836,206.878" fill-opacity="0" stroke="#FFFFFF" stroke-width="40.5"
+                  stroke-linecap="square"/>
+        </g>
+        <g>
+            <path d="M414.049,134.822 L450.424,101.335" fill="#FFFFFF"/>
+            <path d="M414.049,134.822 L450.424,101.335" fill-opacity="0" stroke="#FFFFFF" stroke-width="40.5"
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diff --git a/assets/img/learn2learn.png b/assets/img/learn2learn.png
index 838a282f..bfaef2a3 100644
Binary files a/assets/img/learn2learn.png and b/assets/img/learn2learn.png differ
diff --git a/assets/img/learn2learn.svg b/assets/img/learn2learn.svg
index bb538e33..72224555 100644
--- a/assets/img/learn2learn.svg
+++ b/assets/img/learn2learn.svg
@@ -1,24 +1,19 @@
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diff --git a/index.html b/index.html
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@@ -729,7 +729,7 @@
                 
                   <h1>Home</h1>
                 
-                <p align="center"><img src="https://raw.githubusercontent.com/learnables/learn2learn/gh-pages/assets/img/l2l-full.png" height="120px" /></p>
+                  <p align="center"><img src="https://raw.githubusercontent.com/learnables/learn2learn/gh-pages/assets/img/l2l-full.png" height="160px" /></p>
 
 <hr />
 <p><img alt="Test Status" src="https://github.com/learnables/learn2learn/workflows/Testing/badge.svg?branch=master" />