From 067605de08a74997412ef34418f527f02e798284 Mon Sep 17 00:00:00 2001
From: root <root@localhost>
Date: Sun, 29 May 2022 22:13:30 -0600
Subject: [PATCH] use tf keras

---
 notebooks/wut-web.ipynb | 38 ++++++++++++++++++++++++++++++++------
 1 file changed, 32 insertions(+), 6 deletions(-)

diff --git a/notebooks/wut-web.ipynb b/notebooks/wut-web.ipynb
index 29b4143..08f1487 100644
--- a/notebooks/wut-web.ipynb
+++ b/notebooks/wut-web.ipynb
@@ -3,7 +3,9 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "# wut-web --- What U Think? Web App: SatNOGS Observation AI, makes predictions.\n",
@@ -12,16 +14,40 @@
     "#\n",
     "# GPLv3+\n",
     "\n",
-    "import os\n",
+    "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 random\n",
     "import tempfile\n",
     "import shutil\n",
     "import tensorflow as tf\n",
+    "from tensorflow.keras.models import load_model\n",
+    "from tensorflow.keras.preprocessing.image import ImageDataGenerator\n",
     "from IPython.display import display, Image\n",
-    "from IPython.utils import text\n",
-    "from keras.models import load_model\n",
-    "from keras.preprocessing.image import ImageDataGenerator\n",
-    "\n",
+    "from IPython.utils import text"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
     "display(Image(filename='/srv/satnogs/satnogs-wut/pics/spacecruft-bk.png'))"
    ]
   },