Update Tutorial2-Template_Augmentation.ipynb

Author: LauLauThom

tutorials/Tutorial2-Template_Augmentation.ipynb

@@ -376,9 +376,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Wall time: 790 ms\n"
+     ]
+    },
     {
      "data": {
       "text/html": [
@@ -416,19 +423,19 @@
        "      <th>1</th>\n",
        "      <td>180</td>\n",
        "      <td>(1525, 968, 414, 400)</td>\n",
-       "      <td>0.591971</td>\n",
+       "      <td>0.591937</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>180</td>\n",
        "      <td>(1173, 1354, 414, 400)</td>\n",
-       "      <td>0.551099</td>\n",
+       "      <td>0.551068</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>90</td>\n",
        "      <td>(1459, 474, 400, 414)</td>\n",
-       "      <td>0.538119</td>\n",
+       "      <td>0.538105</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
@@ -437,12 +444,12 @@
       "text/plain": [
        "  TemplateName                    BBox     Score\n",
        "0            0    (946, 784, 414, 400)  1.000000\n",
-       "1          180   (1525, 968, 414, 400)  0.591971\n",
-       "2          180  (1173, 1354, 414, 400)  0.551099\n",
-       "3           90   (1459, 474, 400, 414)  0.538119"
+       "1          180   (1525, 968, 414, 400)  0.591937\n",
+       "2          180  (1173, 1354, 414, 400)  0.551068\n",
+       "3           90   (1459, 474, 400, 414)  0.538105"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 17,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -460,13 +467,7 @@
     }
    ],
    "source": [
-    "Hits = matchTemplates(listTemplate, \n",
-    "                      image, \n",
-    "                      N_object=4, \n",
-    "                      score_threshold=0.4, \n",
-    "                      method=cv2.TM_CCOEFF_NORMED, \n",
-    "                      maxOverlap=0.3,\n",
-    "                      useOpencl=True)\n",
+    "%time Hits = matchTemplates(listTemplate, image,N_object=4, score_threshold=0.4, method=cv2.TM_CCOEFF_NORMED, maxOverlap=0.3, useOpencl=False)\n",
     "\n",
     "Overlay = drawBoxesOnRGB(image, Hits, boxThickness=5)\n",
     "plt.figure(figsize = (10,10))\n",