-Old code had some deprecated code. Updated the (#4809)

notebook to update the deprecated code.
-wget lines were failing, added  --no-check-certificate flag to fix the issue.

Author: himallik

build_and_train_models/sm-object_detection_birds/sm-object_detection_birds.ipynb

@@ -41,7 +41,9 @@
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
+   "metadata": {
+    "jp-MarkdownHeadingCollapsed": true
+   },
    "source": [
     "## Introduction\n",
     "\n",
@@ -105,7 +107,7 @@
    "source": [
     "import sys\n",
     "\n",
-    "!{sys.executable} -m pip install opencv-python\n",
+    "!{sys.executable} -m pip install opencv-python--headless\n",
     "!{sys.executable} -m pip install mxnet"
    ]
   },
@@ -129,7 +131,7 @@
     "import sagemaker\n",
     "\n",
     "bucket = sagemaker.Session().default_bucket()\n",
-    "prefix = \"DEMO-ObjectDetection-birds\"\n",
+    "prefix = \"demo-object-detection-birds\"\n",
     "\n",
     "print(\"s3://{}/{}/\".format(bucket, prefix))"
    ]
@@ -405,6 +407,7 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
+    "scrolled": true,
     "tags": []
    },
    "outputs": [],
@@ -847,6 +850,7 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
+    "scrolled": true,
     "tags": []
    },
    "outputs": [],
@@ -1089,11 +1093,11 @@
    },
    "outputs": [],
    "source": [
-    "!wget -q -O multi-goldfinch-1.jpg https://t3.ftcdn.net/jpg/01/44/64/36/500_F_144643697_GJRUBtGc55KYSMpyg1Kucb9yJzvMQooW.jpg\n",
-    "!wget -q -O northern-flicker-1.jpg https://upload.wikimedia.org/wikipedia/commons/5/5c/Northern_Flicker_%28Red-shafted%29.jpg\n",
-    "!wget -q -O northern-cardinal-1.jpg https://cdn.pixabay.com/photo/2013/03/19/04/42/bird-94957_960_720.jpg\n",
-    "!wget -q -O blue-jay-1.jpg https://cdn12.picryl.com/photo/2016/12/31/blue-jay-bird-feather-animals-b8ee04-1024.jpg\n",
-    "!wget -q -O hummingbird-1.jpg http://res.freestockphotos.biz/pictures/17/17875-hummingbird-close-up-pv.jpg"
+    "!wget -q --no-check-certificate -O multi-goldfinch-1.jpg https://t3.ftcdn.net/jpg/01/44/64/36/500_F_144643697_GJRUBtGc55KYSMpyg1Kucb9yJzvMQooW.jpg\n",
+    "!wget -q --no-check-certificate -O northern-flicker-1.jpg https://upload.wikimedia.org/wikipedia/commons/5/5c/Northern_Flicker_%28Red-shafted%29.jpg\n",
+    "!wget -q --no-check-certificate -O northern-cardinal-1.jpg https://cdn.pixabay.com/photo/2013/03/19/04/42/bird-94957_960_720.jpg\n",
+    "!wget -q --no-check-certificate -O blue-jay-1.jpg https://cdn12.picryl.com/photo/2016/12/31/blue-jay-bird-feather-animals-b8ee04-1024.jpg\n",
+    "!wget -q --no-check-certificate -O hummingbird-1.jpg http://res.freestockphotos.biz/pictures/17/17875-hummingbird-close-up-pv.jpg"
    ]
   },
   {
@@ -1283,6 +1287,7 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {
+    "scrolled": true,
     "tags": []
    },
    "outputs": [],
@@ -1960,9 +1965,9 @@
   ],
   "celltoolbar": "Tags",
   "kernelspec": {
-   "display_name": "Python 3 (MXNet 1.9 Python 3.8 CPU Optimized)",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
-   "name": "python3__SAGEMAKER_INTERNAL__arn:aws:sagemaker:us-west-2:236514542706:image/mxnet-1.9-cpu-py38-ubuntu20.04-sagemaker-v1.0"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -1974,7 +1979,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.10"
+   "version": "3.11.11"
   }
  },
  "nbformat": 4,