Updated notebook example

ColorByNumber.ipynb

@@ -3,14 +3,12 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "af221ec3-755c-42d5-8bb4-739644c482b6",
+   "id": "44153707-a329-46d4-8eda-d0ffe1304999",
    "metadata": {},
    "outputs": [],
    "source": [
-    "import cv2\n",
-    "\n",
-    "from colorbynumber.utils import show_image\n",
-    "from colorbynumber.simplify_image import simplify_image"
+    "from colorbynumber.main import ColorByNumber\n",
+    "from colorbynumber import utils"
    ]
   },
   {
@@ -23,25 +21,45 @@
     "# Image from: https://www.pexels.com/photo/scarlet-macaw-1618424/\n",
     "# Photographer: Tim Mossholder\n",
     "\n",
-    "image = cv2.imread(\"ExampleImages/Macaw.jpeg\")\n",
-    "image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)\n",
-    "show_image(image)"
+    "image_path = \"ExampleImages/Macaw.jpeg\"\n",
+    "color_list = [\n",
+    "    (255, 5, 0), # Red\n",
+    "    (2, 94, 3), # Dark Green\n",
+    "    (0, 0, 255), # Blue\n",
+    "    (216, 235, 52), # Yellow\n",
+    "    (0,0,0), # Black\n",
+    "    (255, 255, 255), # White\n",
+    "]\n",
+    "\n",
+    "config = {\n",
+    "    \"denoise\": True,\n",
+    "    \"denoise_h\": 100,\n",
+    "    \"border_padding\": 2,\n",
+    "    \"area_perc_threshold\": 0.5,\n",
+    "    \"arc_length_area_ratio_threshold\": 1,\n",
+    "    \"border_color\": (0, 0, 0),\n",
+    "    \"font_size\": 0.5,\n",
+    "    \"font_color\": (0, 0, 0),\n",
+    "    \"font_thickness\": 1,\n",
+    "}\n",
+    "\n",
+    "colorbynumber_obj = ColorByNumber(\n",
+    "    image_path = image_path, \n",
+    "    color_list = color_list,\n",
+    "    config = config,\n",
+    ")\n",
+    "numbered_islands = colorbynumber_obj.create_color_by_number()\n",
+    "utils.show_image(numbered_islands, cmap = 'grey')"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "7368c3bd-a7a6-467b-be90-cf628d5b3b81",
+   "id": "b278a3ff-907b-43db-b7c8-c84803a4c1a7",
    "metadata": {},
    "outputs": [],
    "source": [
-    "color_list = [\n",
-    "    (255, 0, 0), # Red\n",
-    "    (0, 255, 0), # Green\n",
-    "    (0, 0, 255), # Blue\n",
-    "]\n",
-    "simplified_image = simplify_image(image, color_list)\n",
-    "show_image(simplified_image)"
+    "utils.save_image(numbered_islands, \"Macaw_with_numbers_05_perc.png\")"
    ]
   }
  ],