diff --git a/examples/prediction_upload/image_predictions.ipynb b/examples/prediction_upload/image_predictions.ipynb
index 029e1478f..261774561 100644
--- a/examples/prediction_upload/image_predictions.ipynb
+++ b/examples/prediction_upload/image_predictions.ipynb
@@ -94,10 +94,25 @@
         "!pip install -q 'labelbox[data]'"
       ],
       "metadata": {
-        "id": "cm8xMaLbGb7v"
+        "id": "cm8xMaLbGb7v",
+        "outputId": "7c03c878-a503-4729-e97b-89dcfd0fc2be",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        }
       },
-      "execution_count": null,
-      "outputs": []
+      "execution_count": 1,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m187.7/187.7 KB\u001b[0m \u001b[31m4.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m7.8/7.8 MB\u001b[0m \u001b[31m43.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+            "\u001b[?25h  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
+            "  Building wheel for pygeotile (setup.py) ... \u001b[?25l\u001b[?25hdone\n"
+          ]
+        }
+      ]
     },
     {
       "cell_type": "code",
@@ -111,7 +126,7 @@
       "metadata": {
         "id": "NIq-6M9kHKSs"
       },
-      "execution_count": null,
+      "execution_count": 2,
       "outputs": []
     },
     {
@@ -133,7 +148,7 @@
       "metadata": {
         "id": "z7ZLKLYLHP__"
       },
-      "execution_count": null,
+      "execution_count": 3,
       "outputs": []
     },
     {
@@ -165,7 +180,7 @@
       "metadata": {
         "id": "v5wL6oojz9Ge"
       },
-      "execution_count": null,
+      "execution_count": 4,
       "outputs": []
     },
     {
@@ -205,7 +220,7 @@
       "metadata": {
         "id": "I75K-wx7_sDs"
       },
-      "execution_count": null,
+      "execution_count": 5,
       "outputs": []
     },
     {
@@ -242,7 +257,7 @@
       "metadata": {
         "id": "b2UjSoYez9I1"
       },
-      "execution_count": null,
+      "execution_count": 6,
       "outputs": []
     },
     {
@@ -277,7 +292,7 @@
       "metadata": {
         "id": "xCU4JRP0z9Nh"
       },
-      "execution_count": null,
+      "execution_count": 7,
       "outputs": []
     },
     {
@@ -322,7 +337,7 @@
       "metadata": {
         "id": "gAIzsxEjLmhv"
       },
-      "execution_count": null,
+      "execution_count": 8,
       "outputs": []
     },
     {
@@ -370,7 +385,7 @@
       "metadata": {
         "id": "jRwfE4MFz9Ph"
       },
-      "execution_count": null,
+      "execution_count": 9,
       "outputs": []
     },
     {
@@ -393,7 +408,7 @@
       "metadata": {
         "id": "PBB37YpWTiVR"
       },
-      "execution_count": null,
+      "execution_count": 10,
       "outputs": []
     },
     {
@@ -437,7 +452,7 @@
       "metadata": {
         "id": "39vz-tYsz9Ry"
       },
-      "execution_count": null,
+      "execution_count": 11,
       "outputs": []
     },
     {
@@ -464,7 +479,7 @@
       "metadata": {
         "id": "UelSiWN2z9Tg"
       },
-      "execution_count": null,
+      "execution_count": 12,
       "outputs": []
     },
     {
@@ -520,7 +535,7 @@
       "metadata": {
         "id": "mrjb8qY3z9VY"
       },
-      "execution_count": null,
+      "execution_count": 13,
       "outputs": []
     },
     {
@@ -549,24 +564,24 @@
         "colab": {
           "base_uri": "https://localhost:8080/"
         },
-        "outputId": "9f4d0970-d26e-438b-da20-8d09d8b3b665"
+        "outputId": "83945c20-debc-484c-a3c8-79c46a2687dc"
       },
-      "execution_count": null,
+      "execution_count": 14,
       "outputs": [
         {
           "output_type": "stream",
           "name": "stdout",
           "text": [
             "<DataRow {\n",
-            "    \"created_at\": \"2023-02-08 15:34:40+00:00\",\n",
+            "    \"created_at\": \"2023-02-10 14:52:01+00:00\",\n",
             "    \"external_id\": null,\n",
-            "    \"global_key\": \"19bdf9f3-fe33-40b5-aa70-8e13dd2896ca\",\n",
+            "    \"global_key\": \"2830605d-dc77-4b34-ba7f-ad1a6ef76d72\",\n",
             "    \"media_attributes\": {},\n",
             "    \"metadata\": [],\n",
             "    \"metadata_fields\": [],\n",
             "    \"row_data\": \"https://storage.googleapis.com/labelbox-datasets/image_sample_data/2560px-Kitano_Street_Kobe01s5s4110.jpeg\",\n",
-            "    \"uid\": \"cldvu0iew12rs07v50oys1y4o\",\n",
-            "    \"updated_at\": \"2023-02-08 15:34:40+00:00\"\n",
+            "    \"uid\": \"cldyndd996b3u07zx7560b4v9\",\n",
+            "    \"updated_at\": \"2023-02-10 14:52:01+00:00\"\n",
             "}>\n"
           ]
         }
@@ -589,7 +604,7 @@
         "  classifications=[ # List of Classification objects\n",
         "    lb.Classification( # Radio classification given the name \"text\" with two options: \"first_radio_answer\" and \"second_radio_answer\"\n",
         "      class_type=lb.Classification.Type.RADIO,\n",
-        "      instructions=\"radio_question\", \n",
+        "      name=\"radio_question\", \n",
         "      options=[\n",
         "        lb.Option(value=\"first_radio_answer\"),\n",
         "        lb.Option(value=\"second_radio_answer\")\n",
@@ -597,7 +612,7 @@
         "    ),\n",
         "    lb.Classification( # Checklist classification given the name \"text\" with two options: \"first_checklist_answer\" and \"second_checklist_answer\"\n",
         "      class_type=lb.Classification.Type.CHECKLIST,\n",
-        "      instructions=\"checklist_question\", \n",
+        "      name=\"checklist_question\", \n",
         "      options=[\n",
         "        lb.Option(value=\"first_checklist_answer\"),\n",
         "        lb.Option(value=\"second_checklist_answer\")\n",
@@ -605,17 +620,17 @@
         "    ), \n",
         "    lb.Classification( # Text classification given the name \"text\"\n",
         "      class_type=lb.Classification.Type.TEXT,\n",
-        "      instructions=\"free_text\"\n",
+        "      name=\"free_text\"\n",
         "    ),\n",
         "    lb.Classification(\n",
         "        class_type=lb.Classification.Type.RADIO,\n",
-        "        instructions=\"nested_radio_question\",\n",
+        "        name=\"nested_radio_question\",\n",
         "        options=[\n",
         "            lb.Option(\"first_radio_answer\",\n",
         "                options=[\n",
         "                    lb.Classification(\n",
         "                        class_type=lb.Classification.Type.RADIO,\n",
-        "                        instructions=\"sub_radio_question\",\n",
+        "                        name=\"sub_radio_question\",\n",
         "                        options=[lb.Option(\"first_sub_radio_answer\")]\n",
         "                    )\n",
         "                ]\n",
@@ -624,13 +639,13 @@
         "        ),\n",
         "    lb.Classification(\n",
         "      class_type=lb.Classification.Type.CHECKLIST,\n",
-        "      instructions=\"nested_checklist_question\",\n",
+        "      name=\"nested_checklist_question\",\n",
         "      options=[\n",
         "          lb.Option(\"first_checklist_answer\",\n",
         "            options=[\n",
         "              lb.Classification(\n",
         "                  class_type=lb.Classification.Type.CHECKLIST,\n",
-        "                  instructions=\"sub_checklist_question\", \n",
+        "                  name=\"sub_checklist_question\", \n",
         "                  options=[lb.Option(\"first_sub_checklist_answer\")]\n",
         "              )\n",
         "          ]\n",
@@ -648,7 +663,7 @@
         "      classifications=[\n",
         "            lb.Classification(\n",
         "                class_type=lb.Classification.Type.RADIO,\n",
-        "                instructions=\"sub_radio_question\",\n",
+        "                name=\"sub_radio_question\",\n",
         "                options=[\n",
         "                  lb.Option(value=\"first_sub_radio_answer\")\n",
         "                ]\n",
@@ -674,7 +689,7 @@
       "metadata": {
         "id": "Kt4XWWqgIiWk"
       },
-      "execution_count": null,
+      "execution_count": 15,
       "outputs": []
     },
     {
@@ -698,7 +713,7 @@
       "metadata": {
         "id": "8n-AvzdiOR6d"
       },
-      "execution_count": null,
+      "execution_count": 16,
       "outputs": []
     },
     {
@@ -720,9 +735,9 @@
         "colab": {
           "base_uri": "https://localhost:8080/"
         },
-        "outputId": "e0b4c92c-1415-4557-e134-60323b167442"
+        "outputId": "d58a40ac-bd0b-4006-87f1-0d79c4703a61"
       },
-      "execution_count": null,
+      "execution_count": 17,
       "outputs": [
         {
           "output_type": "execute_result",
@@ -732,7 +747,7 @@
             ]
           },
           "metadata": {},
-          "execution_count": 84
+          "execution_count": 17
         }
       ]
     },
@@ -777,7 +792,7 @@
       "metadata": {
         "id": "zv2OLTXKSGWv"
       },
-      "execution_count": null,
+      "execution_count": 18,
       "outputs": []
     },
     {
@@ -816,7 +831,7 @@
       "metadata": {
         "id": "F-Y7sSyAV3tn"
       },
-      "execution_count": null,
+      "execution_count": 19,
       "outputs": []
     },
     {
@@ -844,9 +859,9 @@
         "colab": {
           "base_uri": "https://localhost:8080/"
         },
-        "outputId": "cd1c04aa-31a8-4891-b1db-ef28d1469539"
+        "outputId": "a0f083b9-69ca-4da1-84e5-1b8e9df5d1d4"
       },
-      "execution_count": null,
+      "execution_count": 20,
       "outputs": [
         {
           "output_type": "stream",
@@ -890,12 +905,12 @@
       ],
       "metadata": {
         "id": "jEtoDiDrPFvI",
-        "outputId": "48a0f1d3-2c79-41bf-d739-a7e84e74749a",
+        "outputId": "25424674-fa97-4b9b-d1c0-8e16d7366c87",
         "colab": {
           "base_uri": "https://localhost:8080/"
         }
       },
-      "execution_count": null,
+      "execution_count": 21,
       "outputs": [
         {
           "output_type": "stream",
@@ -929,19 +944,19 @@
         "colab": {
           "base_uri": "https://localhost:8080/"
         },
-        "outputId": "9ab1b671-b3a3-4056-bf45-7bda1d6e20a0"
+        "outputId": "e3b38d7b-9623-4467-b3f2-6f1ebe2cea41"
       },
-      "execution_count": null,
+      "execution_count": 22,
       "outputs": [
         {
           "output_type": "execute_result",
           "data": {
             "text/plain": [
-              "<Batch ID: 2374e520-a7c6-11ed-8123-cf5deef7e8cf>"
+              "<Batch ID: 865e8ff0-a952-11ed-b4e7-81bd51991e76>"
             ]
           },
           "metadata": {},
-          "execution_count": 89
+          "execution_count": 22
         }
       ]
     },
@@ -1096,7 +1111,7 @@
       "metadata": {
         "id": "A8_HVvu9Uvfl"
       },
-      "execution_count": null,
+      "execution_count": 23,
       "outputs": []
     },
     {
@@ -1136,7 +1151,7 @@
       "metadata": {
         "id": "9gD_alThQA3G"
       },
-      "execution_count": null,
+      "execution_count": 24,
       "outputs": []
     },
     {
@@ -1166,9 +1181,9 @@
         "colab": {
           "base_uri": "https://localhost:8080/"
         },
-        "outputId": "02ca8f6b-a7ce-4626-9751-0f39ab0adf01"
+        "outputId": "a5f3ba79-fd9d-44b0-f868-502e7abaa826"
       },
-      "execution_count": null,
+      "execution_count": 25,
       "outputs": [
         {
           "output_type": "stream",
@@ -1200,9 +1215,9 @@
         "colab": {
           "base_uri": "https://localhost:8080/"
         },
-        "outputId": "0184b7df-067d-4e7a-d14d-21b718d4e857"
+        "outputId": "049841d5-2d22-45d6-c461-617f9ca3ed49"
       },
-      "execution_count": null,
+      "execution_count": 26,
       "outputs": [
         {
           "output_type": "execute_result",
@@ -1212,7 +1227,7 @@
             ]
           },
           "metadata": {},
-          "execution_count": 93
+          "execution_count": 26
         }
       ]
     },
@@ -1234,7 +1249,7 @@
       "metadata": {
         "id": "aAhkyvJlWK1p"
       },
-      "execution_count": null,
+      "execution_count": 27,
       "outputs": []
     }
   ]