updated release notes for 1.8.2

Author: jyaistMap

guide/02-api-overview/release-notes.ipynb

@@ -7,23 +7,6 @@
     "# What's new in version 1.8.2"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## New"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "#### [`arcgis.learn`](https://developers.arcgis.com/python/api-reference/arcgis.learn.html#)\n",
-    "- adds denormalization while inferencing on ArcGIS\n",
-    "- adds normalization in labels with [`prepare_data()`](https://developers.arcgis.com/python/api-reference/arcgis.learn.html#prepare-data)\n",
-    "- adds ability to load `tiff` images when using [`prepare_data()`](https://developers.arcgis.com/python/api-reference/arcgis.learn.html#prepare-data) for [`SuperResolution`](https://developers.arcgis.com/python/api-reference/arcgis.learn.html?highlight=transforms#superresolution)"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -36,10 +19,11 @@
    "metadata": {},
    "source": [
     "#### [`arcgis.learn`](https://developers.arcgis.com/python/api-reference/arcgis.learn.html#)\n",
-    "\n",
-    "- fixes to [`prepare_data()`](https://developers.arcgis.com/python/api-reference/arcgis.learn.html#prepare-data)\n",
-    " * unnecessarily creating labels again when called without a downsampling factor\n",
-    " * removes crop transforms which left artifacts when running model with default parameters"
+    "* Fixes classcode predictions in the predict_las() function for point cloud classification\n",
+    "* Fixes to [`SuperResolution`](https://developers.arcgis.com/python/api-reference/arcgis.learn.html#superesolution) model:\n",
+    "  * Applies data augmentation to training data\n",
+    "  * Normalizes predicted color values in the range of (0,1)\n",
+    "  * Bug fixes to data preprocessing step when generating downsampled images"
    ]
   },
   {