Corrected compactness metric

COCO.ipynb

@@ -2628,7 +2628,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 75,
+   "execution_count": 132,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2638,7 +2638,7 @@
     "    bounding_rect = cv2.boundingRect(mask)\n",
     "    box = bounding_rect[2] * bounding_rect[3]\n",
     "    \n",
-    "    area = np.sum(mask == 0)\n",
+    "    area = np.sum(mask != 0)\n",
     "\n",
     "    return area / box"
    ]
@@ -2670,7 +2670,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 117,
+   "execution_count": 133,
    "metadata": {},
    "outputs": [
     {
@@ -2865,22 +2865,7 @@
       "------------------------------------------------------------------------------------------------------------------------\n",
       "\n",
       " Annotating image:  000000263146.jpg\n",
-      "\u001b[92m"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "c:\\Programming\\Python\\Environments\\anaconda\\envs\\coco\\lib\\site-packages\\ipykernel_launcher.py:9: RuntimeWarning: divide by zero encountered in long_scalars\n",
-      "  if __name__ == '__main__':\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      " Succesfully saved image:  000000263146.jpg \u001b[0m\n",
+      "\u001b[92m Succesfully saved image:  000000263146.jpg \u001b[0m\n",
       "\n",
       "\n",
       "------------------------------------------------------------------------------------------------------------------------\n",
@@ -2915,7 +2900,22 @@
       "\n",
       "------------------------------------------------------------------------------------------------------------------------\n",
       "\n",
-      " Annotating image:  000000047263.jpg\n",
+      " Annotating image: "
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "c:\\Programming\\Python\\Environments\\anaconda\\envs\\coco\\lib\\site-packages\\ipykernel_launcher.py:9: RuntimeWarning: invalid value encountered in long_scalars\n",
+      "  if __name__ == '__main__':\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " 000000047263.jpg\n",
       "\u001b[92m Succesfully saved image:  000000047263.jpg \u001b[0m\n",
       "\n",
       "\n",
@@ -3700,7 +3700,7 @@
       "\n",
       "\n",
       "------------------------------------------------------------------------------------------------------------------------\n",
-      "PA time: 0.8621692657470703\n"
+      "PA time: 0.7726449966430664\n"
      ]
     }
    ],
@@ -3734,7 +3734,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 118,
+   "execution_count": 134,
    "metadata": {},
    "outputs": [
     {
@@ -3788,7 +3788,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 119,
+   "execution_count": 135,
    "metadata": {},
    "outputs": [
     {
@@ -4299,7 +4299,7 @@
       "\n",
       " Annotating image:  000000107516.jpg\n",
       "------------------------------------------------------------------------------------------------------------------------\n",
-      "PA time: 1.673271656036377\n"
+      "PA time: 1.4737472534179688\n"
      ]
     }
    ],
@@ -4333,7 +4333,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 120,
+   "execution_count": 136,
    "metadata": {},
    "outputs": [
     {
@@ -4483,21 +4483,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 128,
+   "execution_count": 137,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "c:\\Programming\\Python\\Environments\\anaconda\\envs\\coco\\lib\\site-packages\\ipykernel_launcher.py:23: RuntimeWarning: divide by zero encountered in long_scalars\n"
+      "c:\\Programming\\Python\\Environments\\anaconda\\envs\\coco\\lib\\site-packages\\ipykernel_launcher.py:23: RuntimeWarning: invalid value encountered in long_scalars\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "KMC time: 0.5746200084686279\n"
+      "KMC time: 0.576115608215332\n"
      ]
     }
    ],
@@ -4522,7 +4522,7 @@
     "    bounding_rect = cv2.boundingRect(mask)\n",
     "    box = bounding_rect[2] * bounding_rect[3]\n",
     "    \n",
-    "    area = np.sum(mask == 0)\n",
+    "    area = np.sum(mask != 0)\n",
     "\n",
     "    score = area / box\n",
     "    if score < np.inf:\n",
@@ -4534,7 +4534,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 131,
+   "execution_count": 138,
    "metadata": {},
    "outputs": [
     {
@@ -4578,6 +4578,13 @@
     "\n",
     "plt.savefig('./Figures/Compactness per Image - COCO (Segment Anything).png')"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {