diff --git a/notebooks/wut-web-alpha.ipynb b/notebooks/wut-web-alpha.ipynb
index b5033a8..83391ec 100644
--- a/notebooks/wut-web-alpha.ipynb
+++ b/notebooks/wut-web-alpha.ipynb
@@ -13,10 +13,34 @@
     "# GPLv3+\n",
     "\n",
     "#from collections import defaultdict\n",
-    "#import PIL as pil\n",
-    "\n",
+    "#import PIL as pil"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
     "import json\n",
-    "import os\n",
     "import random\n",
     "import tempfile\n",
     "import shutil\n",
@@ -31,8 +55,17 @@
     "from IPython.display import display, Image\n",
     "from IPython.utils import text\n",
     "from PIL import Image as im\n",
-    "from keras.models import load_model\n",
-    "from keras.preprocessing.image import ImageDataGenerator"
+    "from tensorflow.keras.models import load_model\n",
+    "from tensorflow.keras.preprocessing.image import ImageDataGenerator"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "tf.get_logger().setLevel('ERROR')"
    ]
   },
   {