finished interpolation

ovysotska · Jul 5, 2019 · b8173fb · b8173fb
1 parent 96b6b7d
commit b8173fb
Showing 1 changed file with 11 additions and 36 deletions.
diff --git a/Interpolation.ipynb b/Interpolation.ipynb
@@ -73,7 +73,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [
     {
@@ -135,7 +135,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -307,7 +307,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -381,7 +381,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -408,7 +408,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -447,22 +447,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 6,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": "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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "def nnInterpolation(image, scale):\n",
     "    orig_rows = image.shape[0];\n",
@@ -485,22 +472,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 7,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": "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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "def bilinearInterpolation(image, scale):\n",
     "    orig_rows = image.shape[0];\n",
@@ -531,7 +505,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -546,6 +520,7 @@
     }
    ],
    "source": [
+    "## Testing\n",
     "scale = 20;\n",
     "img_sc_nn = nnInterpolation(image, scale);\n",
     "img_sc_bl = bilinearInterpolation(image, scale);\n",