Fix additional grammatical errors in notebooks

Co-authored-by: liammcalpineduckietown <[email protected]>

Author: Copilot

notebooks/01-Image-Manipulation/braitenberg01.ipynb

@@ -100,9 +100,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Note that the convention is (height, width, depth). Here we have an image of height 480 and width 640. The depth represents R, G, B color channels.\n",
-    "\n",
-    "Using `dtype` we can check the datatype for the image. In this cases, it is `uint8` (from 0 to 255)"
+    "Note that the convention is (height, width, depth). Here we have an image of height 480 and width 640. The depth represents R, G, B color channels.\n\nUsing `dtype` we can check the datatype for the image. In this case, it is `uint8` (from 0 to 255)"
    ]
   },
   {
@@ -335,4 +333,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 4
-}
+}

notebooks/02-Image-Filtering/braitenberg02.ipynb

@@ -129,16 +129,7 @@
    "id": "501f790d",
    "metadata": {},
    "source": [
-    "The two arrays have 3 components: H(ue), S(aturation), V(value).\n",
-    "\n",
-    "The first array are the lower bounds; the second array are the upper bounds.\n",
-    "\n",
-    "This means that the bounds we defined above will allow us to select the pixels that have:\n",
-    "\n",
-    "* Hue between OpenCV value 171 and 179, which are regular Hue values 342 to 358.\n",
-    "* Saturation between 140 and 200.\n",
-    "* Value between 0 and 255.\n",
-    "\n"
+    "The two arrays have 3 components: H(ue), S(aturation), V(value).\n\nThe first array is the lower bounds; the second array is the upper bounds.\n\nThis means that the bounds we defined above will allow us to select the pixels that have:\n\n* Hue between OpenCV value 171 and 179, which are regular Hue values 342 to 358.\n* Saturation between 140 and 200.\n* Value between 0 and 255.\n\n"
    ]
   },
   {

notebooks/03-Braitenberg/braitenberg03.ipynb

@@ -69,9 +69,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Let's visualize what the functions above are doing. As we said, the defaults do not make much sense, so not we won't see anything interesting. But as you go and change the functions, then you will see more interesting results. You can come back to this notebook as you fine-tune your solution to see the updates. We'll start with the duckie image once again.\n",
-    "\n",
-    "**Note: you might need to reload the kernel for the notebook to detect the changes you make.**"
+    "Let's visualize what the functions above are doing. As we said, the defaults do not make much sense, so now we won't see anything interesting. But as you go and change the functions, then you will see more interesting results. You can come back to this notebook as you fine-tune your solution to see the updates. We'll start with the duckie image once again.\n\n**Note: you might need to reload the kernel for the notebook to detect the changes you make.**"
    ]
   },
   {