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rename from online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-0_seed-2.png
rename to online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-0_seed-2.png
diff --git a/online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-0_seed-3.png b/online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-0_seed-3.png
similarity index 100%
rename from online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-0_seed-3.png
rename to online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-0_seed-3.png
diff --git a/online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-1_seed-0.png b/online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-1_seed-0.png
similarity index 100%
rename from online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-1_seed-0.png
rename to online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-1_seed-0.png
diff --git a/online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-1_seed-1.png b/online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-1_seed-1.png
similarity index 100%
rename from online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-1_seed-1.png
rename to online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-1_seed-1.png
diff --git a/online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-1_seed-2.png b/online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-1_seed-2.png
similarity index 100%
rename from online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-1_seed-2.png
rename to online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-1_seed-2.png
diff --git a/online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-1_seed-3.png b/online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-1_seed-3.png
similarity index 100%
rename from online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-1_seed-3.png
rename to online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-1_seed-3.png
diff --git a/online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-2_seed-0.png b/online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-2_seed-0.png
similarity index 100%
rename from online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-2_seed-0.png
rename to online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-2_seed-0.png
diff --git a/online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-2_seed-1.png b/online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-2_seed-1.png
similarity index 100%
rename from online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-2_seed-1.png
rename to online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-2_seed-1.png
diff --git a/online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-2_seed-2.png b/online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-2_seed-2.png
similarity index 100%
rename from online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-2_seed-2.png
rename to online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-2_seed-2.png
diff --git a/online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-2_seed-3.png b/online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-2_seed-3.png
similarity index 100%
rename from online_demo/nerf_wild/step-100_scale-6.0/hyrdant/polar-2_azimuth-9_distance-2_seed-3.png
rename to online_demo/nerf_wild/step-100_scale-6.0/hydrant/polar-2_azimuth-9_distance-2_seed-3.png
diff --git a/online_demo/nerf_wild/step-100_scale-6.0/hyrdrant.png b/online_demo/nerf_wild/step-100_scale-6.0/hyrdrant.png
deleted file mode 100644
index d8a1bcdbeec11d4cbb5d707a0cbc99d8723c115b..0000000000000000000000000000000000000000
Binary files a/online_demo/nerf_wild/step-100_scale-6.0/hyrdrant.png and /dev/null differ
diff --git a/online_demo/nerf_wild/step-100_scale-6.0/phone1.png b/online_demo/nerf_wild/step-100_scale-6.0/phone1.png
index 1356e1f90ce2c7d47459b9e5a90e614a8748b77c..e7766fae4b77fa52faa6850d1a40d8f42c261adf 100644
Binary files a/online_demo/nerf_wild/step-100_scale-6.0/phone1.png and b/online_demo/nerf_wild/step-100_scale-6.0/phone1.png differ
diff --git a/online_demo/nerf_wild/step-100_scale-6.0/phone2.png b/online_demo/nerf_wild/step-100_scale-6.0/phone2.png
index 24bb998c9ec2c42cef1555f7f7e58cd70eac80b6..5b4881dfa7087314c0f6182342a955ae9ffbddf7 100644
Binary files a/online_demo/nerf_wild/step-100_scale-6.0/phone2.png and b/online_demo/nerf_wild/step-100_scale-6.0/phone2.png differ
diff --git a/online_demo/nerf_wild/step-100_scale-6.0/picasso.png b/online_demo/nerf_wild/step-100_scale-6.0/picasso.png
index dc9542689d95fea94dbc6e42f64e18a0ce630d47..50beb23385ec322cf38d5543d2207bd3e8628d49 100644
Binary files a/online_demo/nerf_wild/step-100_scale-6.0/picasso.png and b/online_demo/nerf_wild/step-100_scale-6.0/picasso.png differ
diff --git a/run.ipynb b/run.ipynb
index 728ad02891fe2b3a0e038cdcd163dfecd64dd495..7cc47d126af32654f3bace80357e8991b657629e 100644
--- a/run.ipynb
+++ b/run.ipynb
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 5,
    "id": 2.8891853944186117e+38,
    "metadata": {
     "colab": {
@@ -28,7 +28,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Running on local URL:  http://127.0.0.1:7868\n",
+      "Running on local URL:  http://127.0.0.1:7865\n",
       "\n",
       "To create a public link, set `share=True` in `launch()`.\n"
      ]
@@ -36,7 +36,7 @@
     {
      "data": {
       "text/html": [
-       "<div><iframe src=\"http://127.0.0.1:7868/\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
+       "<div><iframe src=\"http://127.0.0.1:7865/\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
       ],
       "text/plain": [
        "<IPython.core.display.HTML object>"
@@ -53,6 +53,17 @@
     "from PIL import Image\n",
     "from functools import partial\n",
     "\n",
+    "def retrieve_input_image_wild(dataset, inputs):\n",
+    "    img_id = inputs\n",
+    "    img_path = os.path.join('online_demo', dataset, 'step-100_scale-6.0')\n",
+    "    try:\n",
+    "        image = Image.open(os.path.join(img_path, '%s.jpg' % img_id))\n",
+    "    except:\n",
+    "        image = Image.open(os.path.join(img_path, '%s.png' % img_id))\n",
+    "        \n",
+    "    image.thumbnail([256, 256], Image.Resampling.LANCZOS) \n",
+    "    return image\n",
+    "\n",
     "def retrieve_input_image(dataset, inputs):\n",
     "    img_id = inputs\n",
     "    img_path = os.path.join('online_demo', dataset, 'step-100_scale-6.0', img_id, 'input.png')\n",
@@ -74,12 +85,12 @@
     "    with gr.Tab(\"In-the-wild Images\"):\n",
     "        with gr.Row():\n",
     "            with gr.Column(scale=1):\n",
-    "                default_input_image = Image.open( os.path.join('online_demo', 'nerf_wild', 'step-100_scale-6.0', 'car1', 'input.png'))\n",
+    "                default_input_image = Image.open( os.path.join('online_demo', 'nerf_wild', 'step-100_scale-6.0', 'car1.png'))\n",
     "                input_image = gr.Image(default_input_image, shape=[256, 256])\n",
-    "                options = sorted(os.listdir('online_demo/nerf_wild/step-100_scale-6.0'))\n",
+    "                options = sorted(next(os.walk('online_demo/nerf_wild/step-100_scale-6.0'))[1])\n",
     "                img_id = gr.Dropdown(options, value='car1', label='options')\n",
     "                text_button = gr.Button(\"Load Input Image\")\n",
-    "                retrieve_input_image_dataset = partial(retrieve_input_image, 'nerf_wild')\n",
+    "                retrieve_input_image_dataset = partial(retrieve_input_image_wild, 'nerf_wild')\n",
     "                text_button.click(retrieve_input_image_dataset, inputs=img_id, outputs=input_image)\n",
     "\n",
     "            with gr.Column(scale=1):\n",
@@ -88,9 +99,9 @@
     "                gr.Slider(-30, 30, value=0, step=30, label='Polar angle (vertical rotation in degrees)'),\n",
     "                gr.Slider(0, 330, value=0, step=30, label='Azimuth angle (horizontal rotation in degrees)'),\n",
     "                gr.Slider(-0.5, 0.5, value=0, step=0.5, label='Zoom'),\n",
-    "                gr.Slider(1, 4, value=1, step=1, label='Random seed')]\n",
+    "                gr.Slider(0, 3, value=1, step=1, label='Random seed')]\n",
     "                \n",
-    "                submit_button = gr.Button(\"Get Novel View\")\n",
+    "                submit_button = gr.Button(\"Generate Novel View\")\n",
     "                retrieve_novel_view_dataset = partial(retrieve_novel_view, 'nerf_wild')\n",
     "                submit_button.click(retrieve_novel_view_dataset, inputs=inputs, outputs=novel_view)\n",
     "        \n",
@@ -111,9 +122,9 @@
     "                gr.Slider(-30, 30, value=0, step=30, label='Polar angle (vertical rotation in degrees)'),\n",
     "                gr.Slider(0, 330, value=0, step=30, label='Azimuth angle (horizontal rotation in degrees)'),\n",
     "                gr.Slider(-0.5, 0.5, value=0, step=0.5, label='Zoom'),\n",
-    "                gr.Slider(1, 4, value=1, step=1, label='Random seed')]\n",
+    "                gr.Slider(0, 3, value=1, step=1, label='Random seed')]\n",
     "                \n",
-    "                submit_button = gr.Button(\"Get Novel View\")\n",
+    "                submit_button = gr.Button(\"Generate Novel View\")\n",
     "                retrieve_novel_view_dataset = partial(retrieve_novel_view, 'GSO')\n",
     "                submit_button.click(retrieve_novel_view_dataset, inputs=inputs, outputs=novel_view)\n",
     "        \n",
@@ -134,9 +145,9 @@
     "                gr.Slider(-30, 30, value=0, step=30, label='Polar angle (vertical rotation in degrees)'),\n",
     "                gr.Slider(0, 330, value=0, step=30, label='Azimuth angle (horizontal rotation in degrees)'),\n",
     "                gr.Slider(-0.5, 0.5, value=0, step=0.5, label='Zoom'),\n",
-    "                gr.Slider(1, 4, value=1, step=1, label='Random seed')]\n",
+    "                gr.Slider(0, 3, value=1, step=1, label='Random seed')]\n",
     "                \n",
-    "                submit_button = gr.Button(\"Get Novel View\")\n",
+    "                submit_button = gr.Button(\"Generate Novel View\")\n",
     "                retrieve_novel_view_dataset = partial(retrieve_novel_view, 'RTMV')\n",
     "                submit_button.click(retrieve_novel_view_dataset, inputs=inputs, outputs=novel_view)\n",
     "    \n",
@@ -146,73 +157,6 @@
     "    demo.launch()\n"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "bk8_q39r_iGt",
-   "metadata": {
-    "id": "bk8_q39r_iGt"
-   },
-   "outputs": [],
-   "source": [
-    "img_id = gr.Dropdown(options, value='car1')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "id": "e91860b3",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/home/rliu/anaconda3/lib/python3.9/site-packages/gradio/utils.py:805: UserWarning: Expected 2 arguments for function <function retrieve_input_image at 0x7ffabc3310d0>, received 0.\n",
-      "  warnings.warn(\n",
-      "/home/rliu/anaconda3/lib/python3.9/site-packages/gradio/utils.py:809: UserWarning: Expected at least 2 arguments for function <function retrieve_input_image at 0x7ffabc3310d0>, received 0.\n",
-      "  warnings.warn(\n"
-     ]
-    },
-    {
-     "ename": "AttributeError",
-     "evalue": "change() and other events can only be called within a Blocks context.",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
-      "\u001b[0;32m/tmp/ipykernel_2769604/1401407332.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mimg_id\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mchange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mretrieve_input_image\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;32m~/anaconda3/lib/python3.9/site-packages/gradio/events.py\u001b[0m in \u001b[0;36mchange\u001b[0;34m(self, fn, inputs, outputs, api_name, status_tracker, scroll_to_output, show_progress, queue, batch, max_batch_size, preprocess, postprocess, cancels, every, _js)\u001b[0m\n\u001b[1;32m     79\u001b[0m                 \u001b[0;34m\"The 'status_tracker' parameter has been deprecated and has no effect.\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     80\u001b[0m             )\n\u001b[0;32m---> 81\u001b[0;31m         dep = self.set_event_trigger(\n\u001b[0m\u001b[1;32m     82\u001b[0m             \u001b[0;34m\"change\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     83\u001b[0m             \u001b[0mfn\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m~/anaconda3/lib/python3.9/site-packages/gradio/blocks.py\u001b[0m in \u001b[0;36mset_event_trigger\u001b[0;34m(self, event_name, fn, inputs, outputs, preprocess, postprocess, scroll_to_output, show_progress, api_name, js, no_target, queue, batch, max_batch_size, cancels, every)\u001b[0m\n\u001b[1;32m    192\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    193\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mContext\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mroot_block\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 194\u001b[0;31m             raise AttributeError(\n\u001b[0m\u001b[1;32m    195\u001b[0m                 \u001b[0;34mf\"{event_name}() and other events can only be called within a Blocks context.\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    196\u001b[0m             )\n",
-      "\u001b[0;31mAttributeError\u001b[0m: change() and other events can only be called within a Blocks context."
-     ]
-    }
-   ],
-   "source": [
-    "img_id.change(retrieve_input_image)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "id": "ab10a43f",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "'car1'"
-      ]
-     },
-     "execution_count": 17,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "img_id.value"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,