add: comments to notebooks

docs/object_detection.ipynb

@@ -8,15 +8,33 @@
     "\n",
     "The objective of this use case is to showcase the use of prompt object segmentation and detection.\n",
     "\n",
-    "## Prompt Object Segmentation using SAM and Sentinel-2 Images\n",
+    "## Prompt Object Segmentation using SAM on Sentinel-2 Images\n",
     "\n",
     "1- Create an ROI to download Sentinel-2 images using QGIS in EPSG 4326.\n",
     "\n",
     "2- Create a bounding box around the object of interest.\n",
     "\n",
     "3- Perform prompt segmentation with SAM API.\n",
     "\n",
-    "4- Visualize the obtained results.\n"
+    "4- Visualize the obtained results.\n",
+    "\n",
+    "## Object Detection using OD API on VHR Images\n",
+    "\n",
+    "1- Visualize some examples from the dataset.\n",
+    "\n",
+    "2- Send POST requests to OD API to detect objects in the images.\n",
+    "\n",
+    "3- Visualize results.\n",
+    "\n",
+    "## Object Detection and Segmentation using OD and SAM APIs on VHR Images\n",
+    "\n",
+    "1- Detect OBB using OD API.\n",
+    "\n",
+    "2- Convert oriented bounding boxes to axis-aligned bounding boxes.\n",
+    "\n",
+    "3- Visualize AABB on the images.\n",
+    "\n",
+    "4- Send request to SAM API with the AABB as a prompt.\n"
    ]
   },
   {
@@ -1685,6 +1703,13 @@
     "    app.run()"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### WORKFLOW3 Object Detection and Segmentation using OD and SAM APIs on VHR Images"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},