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diff --git a/notebooks/Block 4/logs/20201113-145709/validation/events.out.tfevents.1605279440.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2dcd148ff8.5588.4101.v2 b/notebooks/Block_4/logs/20201113-145709/validation/events.out.tfevents.1605279440.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2dcd148ff8.5588.4101.v2
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diff --git a/notebooks/Block 4/logs/20201209-151209/train/events.out.tfevents.1607526729.jupyter-mirko-2ebirbaumerhslu-2ddeep-2dlearning-2d5a8f32af.1074.937.v2 b/notebooks/Block_4/logs/20201209-151209/train/events.out.tfevents.1607526729.jupyter-mirko-2ebirbaumerhslu-2ddeep-2dlearning-2d5a8f32af.1074.937.v2
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diff --git a/notebooks/Block 5/Jupyter Notebook Block 5 - Object Detection and Segmentation.ipynb b/notebooks/Block_5/Jupyter Notebook Block 5 - Object Detection and Segmentation.ipynb
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diff --git a/notebooks/Block 5/Selenium test/GoogleImageExtractor.py b/notebooks/Block_5/Seleniumtest/GoogleImageExtractor.py
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rename from notebooks/Block 5/Selenium test/GoogleImageExtractor.py
rename to notebooks/Block_5/Seleniumtest/GoogleImageExtractor.py
diff --git a/notebooks/Block 5/Selenium test/Selenium_test.ipynb b/notebooks/Block_5/Seleniumtest/Selenium_test.ipynb
similarity index 54%
rename from notebooks/Block 5/Selenium test/Selenium_test.ipynb
rename to notebooks/Block_5/Seleniumtest/Selenium_test.ipynb
index 81d44b0e8dfcd2f293b81d53a410b359d78e8687..bdafe21f5faca4b686b452ca2fe929fa33543c66 100644
--- a/notebooks/Block 5/Selenium test/Selenium_test.ipynb	
+++ b/notebooks/Block_5/Seleniumtest/Selenium_test.ipynb
@@ -1,8 +1,16 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### GoogleImageExtractor\n",
+    "using geckodrive"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
@@ -18,9 +26,9 @@
       "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: 'geckodriver': 'geckodriver'",
       "\nDuring handling of the above exception, another exception occurred:\n",
       "\u001b[0;31mWebDriverException\u001b[0m                        Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-23-701e06728650>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      7\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[0mw\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_num_image_to_dl\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m200\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 9\u001b[0;31m \u001b[0mw\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmulti_search_download\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;32m/work/hslu-deep-learning/notebooks/Block 5/Selenium test/GoogleImageExtractor.py\u001b[0m in \u001b[0;36mmulti_search_download\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    137\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    138\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mformed_search_url\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 139\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mretrieve_source_fr_html\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    140\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mextract_pic_url\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    141\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdownloading_all_photos\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;31m#some download might not be jpg?? use selnium to download??\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/work/hslu-deep-learning/notebooks/Block 5/Selenium test/GoogleImageExtractor.py\u001b[0m in \u001b[0;36mretrieve_source_fr_html\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m     91\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     92\u001b[0m         \"\"\"\n\u001b[0;32m---> 93\u001b[0;31m         \u001b[0mdriver\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mwebdriver\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mFirefox\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     94\u001b[0m         \u001b[0mdriver\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtarget_url_str\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     95\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m<ipython-input-14-e9f955df5790>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      7\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[0mw\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_num_image_to_dl\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m200\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 9\u001b[0;31m \u001b[0mw\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmulti_search_download\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[0;32m/work/hslu-deep-learning/notebooks/Block 5/Selenium test/GoogleImageExtractor.py\u001b[0m in \u001b[0;36mmulti_search_download\u001b[0;34m(self)\u001b[0m\n",
+      "\u001b[0;32m/work/hslu-deep-learning/notebooks/Block 5/Selenium test/GoogleImageExtractor.py\u001b[0m in \u001b[0;36mretrieve_source_fr_html\u001b[0;34m(self)\u001b[0m\n",
       "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/selenium/webdriver/firefox/webdriver.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, firefox_profile, firefox_binary, timeout, capabilities, proxy, executable_path, options, service_log_path, firefox_options, service_args, desired_capabilities, log_path, keep_alive)\u001b[0m\n\u001b[1;32m    162\u001b[0m                 \u001b[0mservice_args\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mservice_args\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    163\u001b[0m                 log_path=service_log_path)\n\u001b[0;32m--> 164\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mservice\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    165\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    166\u001b[0m             \u001b[0mcapabilities\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0moptions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_capabilities\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
       "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/selenium/webdriver/common/service.py\u001b[0m in \u001b[0;36mstart\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m     81\u001b[0m                 raise WebDriverException(\n\u001b[1;32m     82\u001b[0m                     \"'%s' executable needs to be in PATH. %s\" % (\n\u001b[0;32m---> 83\u001b[0;31m                         os.path.basename(self.path), self.start_error_message)\n\u001b[0m\u001b[1;32m     84\u001b[0m                 )\n\u001b[1;32m     85\u001b[0m             \u001b[0;32melif\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0merrno\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0merrno\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEACCES\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
       "\u001b[0;31mWebDriverException\u001b[0m: Message: 'geckodriver' executable needs to be in PATH. \n"
@@ -28,8 +36,8 @@
     }
    ],
    "source": [
-    "# Pattern does not exist for python 3.6\n",
     "from GoogleImageExtractor import GoogleImageExtractor\n",
+    "\n",
     "\"\"\"test the downloading of files\"\"\"\n",
     "queries = \"brad pitt, johnny depp, leonardo dicaprio, robert de niro, angelina jolie, sandra bullock, catherine deneuve, marion cotillard\"\n",
     "\n",
@@ -40,66 +48,35 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 24,
+   "cell_type": "markdown",
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "ModuleNotFoundError",
-     "evalue": "No module named 'crawler'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-24-75a65daebdc4>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0;31m# from processor.DownloadProcessor import DownloadProcessor\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      6\u001b[0m \u001b[0;31m# from processor.ElasticSearchProcessor import ElasticSearchProcessor\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 7\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mcrawler\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mGoogleCrawler\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mGoogleCrawler\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      8\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      9\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0m__name__\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'__main__'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'crawler'"
-     ]
-    }
-   ],
    "source": [
-    "# Could try to avoid the processor parts.\n",
-    "# Crawler does not work.\n",
-    "\n",
-    "# from processor.LogProcessor import LogProcessor\n",
-    "# from processor.DownloadProcessor import DownloadProcessor\n",
-    "# from processor.ElasticSearchProcessor import ElasticSearchProcessor\n",
-    "from crawler.GoogleCrawler import GoogleCrawler\n",
-    "\n",
-    "if __name__ == '__main__':\n",
-    "\n",
-    "    options = {\n",
-    "        'output_directory':  \"./images\"\n",
-    "    }\n",
-    "    # PKK is a European Union supported terrorist organization against Turkish Gofrom icrawler.builtin import GoogleImageCrawler\n",
-    "\n",
-    "google_crawler = GoogleImageCrawler(storage={'root_dir': 'your_image_dir'})\n",
-    "google_crawler.crawl(keyword='cat', max_num=100)\n",
-    "w = GoogleCrawler(max_image_count = 10)\n",
-    "# w.append_processor(LogProcessor())\n",
-    "# # w.append_processor(DownloadProcessor(output_directory=options['output_directory']))\n",
-    "# w.append_processor(ElasticSearchProcessor())\n",
-    "w.run('PKK')"
+    "### Selenium using Firefox webdriver\n",
+    "Somehow also refers to/looks for geckodrive"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
-     "ename": "SessionNotCreatedException",
-     "evalue": "Message: Unable to find a matching set of capabilities\n",
+     "ename": "WebDriverException",
+     "evalue": "Message: 'geckodriver' executable needs to be in PATH. \n",
      "output_type": "error",
      "traceback": [
       "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mSessionNotCreatedException\u001b[0m                Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-17-f0f4ab5ac116>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m     10\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     11\u001b[0m \u001b[0;31m# driver = webdriver.Firefox()\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 12\u001b[0;31m \u001b[0mdriver\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mwebdriver\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mFirefox\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mexecutable_path\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'/home/jovyan/work/hslu-deep-learning/notebooks/Block 5/Selenium test/geckodriver'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/selenium/webdriver/firefox/webdriver.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, firefox_profile, firefox_binary, timeout, capabilities, proxy, executable_path, options, service_log_path, firefox_options, service_args, desired_capabilities, log_path, keep_alive)\u001b[0m\n\u001b[1;32m    172\u001b[0m                 \u001b[0mcommand_executor\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mexecutor\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    173\u001b[0m                 \u001b[0mdesired_capabilities\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcapabilities\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 174\u001b[0;31m                 keep_alive=True)\n\u001b[0m\u001b[1;32m    175\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    176\u001b[0m         \u001b[0;31m# Selenium remote\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/selenium/webdriver/remote/webdriver.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, command_executor, desired_capabilities, browser_profile, proxy, keep_alive, file_detector, options)\u001b[0m\n\u001b[1;32m    155\u001b[0m             warnings.warn(\"Please use FirefoxOptions to set browser profile\",\n\u001b[1;32m    156\u001b[0m                           DeprecationWarning, stacklevel=2)\n\u001b[0;32m--> 157\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstart_session\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcapabilities\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbrowser_profile\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    158\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_switch_to\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mSwitchTo\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    159\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_mobile\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mMobile\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/selenium/webdriver/remote/webdriver.py\u001b[0m in \u001b[0;36mstart_session\u001b[0;34m(self, capabilities, browser_profile)\u001b[0m\n\u001b[1;32m    250\u001b[0m         parameters = {\"capabilities\": w3c_caps,\n\u001b[1;32m    251\u001b[0m                       \"desiredCapabilities\": capabilities}\n\u001b[0;32m--> 252\u001b[0;31m         \u001b[0mresponse\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexecute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mCommand\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mNEW_SESSION\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparameters\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    253\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;34m'sessionId'\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    254\u001b[0m             \u001b[0mresponse\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'value'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/selenium/webdriver/remote/webdriver.py\u001b[0m in \u001b[0;36mexecute\u001b[0;34m(self, driver_command, params)\u001b[0m\n\u001b[1;32m    319\u001b[0m         \u001b[0mresponse\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcommand_executor\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexecute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdriver_command\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    320\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 321\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0merror_handler\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcheck_response\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresponse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    322\u001b[0m             response['value'] = self._unwrap_value(\n\u001b[1;32m    323\u001b[0m                 response.get('value', None))\n",
-      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/selenium/webdriver/remote/errorhandler.py\u001b[0m in \u001b[0;36mcheck_response\u001b[0;34m(self, response)\u001b[0m\n\u001b[1;32m    240\u001b[0m                 \u001b[0malert_text\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'alert'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'text'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    241\u001b[0m             \u001b[0;32mraise\u001b[0m \u001b[0mexception_class\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mscreen\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstacktrace\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0malert_text\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 242\u001b[0;31m         \u001b[0;32mraise\u001b[0m \u001b[0mexception_class\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mscreen\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstacktrace\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    243\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    244\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_value_or_default\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdefault\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mSessionNotCreatedException\u001b[0m: Message: Unable to find a matching set of capabilities\n"
+      "\u001b[0;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
+      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/selenium/webdriver/common/service.py\u001b[0m in \u001b[0;36mstart\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m     75\u001b[0m                                             \u001b[0mstderr\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog_file\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 76\u001b[0;31m                                             stdin=PIPE)\n\u001b[0m\u001b[1;32m     77\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m/opt/conda/lib/python3.7/subprocess.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, args, bufsize, executable, stdin, stdout, stderr, preexec_fn, close_fds, shell, cwd, env, universal_newlines, startupinfo, creationflags, restore_signals, start_new_session, pass_fds, encoding, errors, text)\u001b[0m\n\u001b[1;32m    799\u001b[0m                                 \u001b[0merrread\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0merrwrite\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 800\u001b[0;31m                                 restore_signals, start_new_session)\n\u001b[0m\u001b[1;32m    801\u001b[0m         \u001b[0;32mexcept\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m/opt/conda/lib/python3.7/subprocess.py\u001b[0m in \u001b[0;36m_execute_child\u001b[0;34m(self, args, executable, preexec_fn, close_fds, pass_fds, cwd, env, startupinfo, creationflags, shell, p2cread, p2cwrite, c2pread, c2pwrite, errread, errwrite, restore_signals, start_new_session)\u001b[0m\n\u001b[1;32m   1550\u001b[0m                             \u001b[0merr_msg\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0;34m': '\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mrepr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0merr_filename\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1551\u001b[0;31m                     \u001b[0;32mraise\u001b[0m \u001b[0mchild_exception_type\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0merrno_num\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0merr_msg\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0merr_filename\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1552\u001b[0m                 \u001b[0;32mraise\u001b[0m \u001b[0mchild_exception_type\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0merr_msg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '/home/work/hslu-deep-learning/notebooks/Block_5/Seleniumtest/geckodriver': '/home/work/hslu-deep-learning/notebooks/Block_5/Seleniumtest/geckodriver'",
+      "\nDuring handling of the above exception, another exception occurred:\n",
+      "\u001b[0;31mWebDriverException\u001b[0m                        Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-16-3658172429f1>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m     10\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     11\u001b[0m \u001b[0;31m# driver = webdriver.Firefox()\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 12\u001b[0;31m \u001b[0mdriver\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mwebdriver\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mFirefox\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mexecutable_path\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'/home/work/hslu-deep-learning/notebooks/Block_5/Seleniumtest/geckodriver'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/selenium/webdriver/firefox/webdriver.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, firefox_profile, firefox_binary, timeout, capabilities, proxy, executable_path, options, service_log_path, firefox_options, service_args, desired_capabilities, log_path, keep_alive)\u001b[0m\n\u001b[1;32m    162\u001b[0m                 \u001b[0mservice_args\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mservice_args\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    163\u001b[0m                 log_path=service_log_path)\n\u001b[0;32m--> 164\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mservice\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    165\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    166\u001b[0m             \u001b[0mcapabilities\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0moptions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_capabilities\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/selenium/webdriver/common/service.py\u001b[0m in \u001b[0;36mstart\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m     81\u001b[0m                 raise WebDriverException(\n\u001b[1;32m     82\u001b[0m                     \"'%s' executable needs to be in PATH. %s\" % (\n\u001b[0;32m---> 83\u001b[0;31m                         os.path.basename(self.path), self.start_error_message)\n\u001b[0m\u001b[1;32m     84\u001b[0m                 )\n\u001b[1;32m     85\u001b[0m             \u001b[0;32melif\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0merrno\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0merrno\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEACCES\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mWebDriverException\u001b[0m: Message: 'geckodriver' executable needs to be in PATH. \n"
      ]
     }
    ],
@@ -115,25 +92,38 @@
     "import unittest, time, re\n",
     "\n",
     "# driver = webdriver.Firefox()\n",
-    "driver = webdriver.Firefox(executable_path='/home/jovyan/work/hslu-deep-learning/notebooks/Block 5/Selenium test/geckodriver')"
+    "driver = webdriver.Firefox(executable_path='/home/work/hslu-deep-learning/notebooks/Block_5/Seleniumtest/geckodriver')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Selenium defining Driver path\n",
+    "Divines driver path, means could be both i assume. \n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
      "ename": "WebDriverException",
-     "evalue": "Message: Service /home/jovyan/work/hslu-deep-learning/notebooks/Block 5/Selenium test/chromedriver unexpectedly exited. Status code was: 127\n",
+     "evalue": "Message: 'chromedriver' executable needs to be in PATH. Please see https://sites.google.com/a/chromium.org/chromedriver/home\n",
      "output_type": "error",
      "traceback": [
       "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
+      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/selenium/webdriver/common/service.py\u001b[0m in \u001b[0;36mstart\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m     75\u001b[0m                                             \u001b[0mstderr\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog_file\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 76\u001b[0;31m                                             stdin=PIPE)\n\u001b[0m\u001b[1;32m     77\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m/opt/conda/lib/python3.7/subprocess.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, args, bufsize, executable, stdin, stdout, stderr, preexec_fn, close_fds, shell, cwd, env, universal_newlines, startupinfo, creationflags, restore_signals, start_new_session, pass_fds, encoding, errors, text)\u001b[0m\n\u001b[1;32m    799\u001b[0m                                 \u001b[0merrread\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0merrwrite\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 800\u001b[0;31m                                 restore_signals, start_new_session)\n\u001b[0m\u001b[1;32m    801\u001b[0m         \u001b[0;32mexcept\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m/opt/conda/lib/python3.7/subprocess.py\u001b[0m in \u001b[0;36m_execute_child\u001b[0;34m(self, args, executable, preexec_fn, close_fds, pass_fds, cwd, env, startupinfo, creationflags, shell, p2cread, p2cwrite, c2pread, c2pwrite, errread, errwrite, restore_signals, start_new_session)\u001b[0m\n\u001b[1;32m   1550\u001b[0m                             \u001b[0merr_msg\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0;34m': '\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mrepr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0merr_filename\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1551\u001b[0;31m                     \u001b[0;32mraise\u001b[0m \u001b[0mchild_exception_type\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0merrno_num\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0merr_msg\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0merr_filename\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1552\u001b[0m                 \u001b[0;32mraise\u001b[0m \u001b[0mchild_exception_type\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0merr_msg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '/home/work/hslu-deep-learning/notebooks/Block_5/Seleniumtest/chromedriver': '/home/work/hslu-deep-learning/notebooks/Block_5/Seleniumtest/chromedriver'",
+      "\nDuring handling of the above exception, another exception occurred:\n",
       "\u001b[0;31mWebDriverException\u001b[0m                        Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-21-63da8dc5cffc>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      7\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[0mservice\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mService\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mDRIVER_PATH\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 9\u001b[0;31m \u001b[0mservice\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     10\u001b[0m \u001b[0mwd\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mwebdriver\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mRemote\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mservice\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mservice_url\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     11\u001b[0m \u001b[0mwd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mquit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/selenium/webdriver/common/service.py\u001b[0m in \u001b[0;36mstart\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m     96\u001b[0m         \u001b[0mcount\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     97\u001b[0m         \u001b[0;32mwhile\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 98\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0massert_process_still_running\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     99\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_connectable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    100\u001b[0m                 \u001b[0;32mbreak\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/selenium/webdriver/common/service.py\u001b[0m in \u001b[0;36massert_process_still_running\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    109\u001b[0m             raise WebDriverException(\n\u001b[1;32m    110\u001b[0m                 \u001b[0;34m'Service %s unexpectedly exited. Status code was: %s'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 111\u001b[0;31m                 \u001b[0;34m%\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mreturn_code\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    112\u001b[0m             )\n\u001b[1;32m    113\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mWebDriverException\u001b[0m: Message: Service /home/jovyan/work/hslu-deep-learning/notebooks/Block 5/Selenium test/chromedriver unexpectedly exited. Status code was: 127\n"
+      "\u001b[0;32m<ipython-input-17-c1b187de3f4a>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      9\u001b[0m \u001b[0mservice\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mService\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mDRIVER_PATH\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 10\u001b[0;31m \u001b[0mservice\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     11\u001b[0m \u001b[0mwd\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mwebdriver\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mRemote\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mservice\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mservice_url\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     12\u001b[0m \u001b[0mwd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mquit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/selenium/webdriver/common/service.py\u001b[0m in \u001b[0;36mstart\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m     81\u001b[0m                 raise WebDriverException(\n\u001b[1;32m     82\u001b[0m                     \"'%s' executable needs to be in PATH. %s\" % (\n\u001b[0;32m---> 83\u001b[0;31m                         os.path.basename(self.path), self.start_error_message)\n\u001b[0m\u001b[1;32m     84\u001b[0m                 )\n\u001b[1;32m     85\u001b[0m             \u001b[0;32melif\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0merrno\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0merrno\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEACCES\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mWebDriverException\u001b[0m: Message: 'chromedriver' executable needs to be in PATH. Please see https://sites.google.com/a/chromium.org/chromedriver/home\n"
      ]
     }
    ],
@@ -143,7 +133,8 @@
     "import selenium\n",
     "from selenium import webdriver\n",
     "from selenium.webdriver.chrome.service import Service\n",
-    "DRIVER_PATH = '/home/jovyan/work/hslu-deep-learning/notebooks/Block 5/Selenium test/chromedriver'\n",
+    "# DRIVER_PATH = '/home/work/hslu-deep-learning/notebooks/Block_5/Seleniumtest/geckodriver'\n",
+    "DRIVER_PATH = '/home/work/hslu-deep-learning/notebooks/Block_5/Seleniumtest/chromedriver'\n",
     "\n",
     "service = Service(DRIVER_PATH)\n",
     "service.start()\n",
@@ -153,7 +144,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
@@ -177,7 +168,7 @@
       "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: 'chromedriver': 'chromedriver'",
       "\nDuring handling of the above exception, another exception occurred:\n",
       "\u001b[0;31mWebDriverException\u001b[0m                        Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-20-84b4173a2b7f>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      6\u001b[0m \u001b[0moptions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd_argument\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"--test-type\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      7\u001b[0m \u001b[0moptions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbinary_location\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"/home/jovyan/work/hslu-deep-learning/notebooks/Block 5/Selenium test/chromedriver\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 8\u001b[0;31m \u001b[0mdriver\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mwebdriver\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mChrome\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mchrome_options\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moptions\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      9\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     10\u001b[0m \u001b[0mdriver\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'https://imgur.com/'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m<ipython-input-18-42e4e5598c45>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      6\u001b[0m \u001b[0moptions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd_argument\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"--test-type\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      7\u001b[0m \u001b[0moptions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbinary_location\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"/home/work/hslu-deep-learning/notebooks/Block 5/Selenium test/chromedriver\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 8\u001b[0;31m \u001b[0mdriver\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mwebdriver\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mChrome\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mchrome_options\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moptions\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      9\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     10\u001b[0m \u001b[0mdriver\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'https://imgur.com/'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
       "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/selenium/webdriver/chrome/webdriver.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, executable_path, port, options, service_args, desired_capabilities, service_log_path, chrome_options, keep_alive)\u001b[0m\n\u001b[1;32m     71\u001b[0m             \u001b[0mservice_args\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mservice_args\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     72\u001b[0m             log_path=service_log_path)\n\u001b[0;32m---> 73\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mservice\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     74\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     75\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
       "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/selenium/webdriver/common/service.py\u001b[0m in \u001b[0;36mstart\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m     81\u001b[0m                 raise WebDriverException(\n\u001b[1;32m     82\u001b[0m                     \"'%s' executable needs to be in PATH. %s\" % (\n\u001b[0;32m---> 83\u001b[0;31m                         os.path.basename(self.path), self.start_error_message)\n\u001b[0m\u001b[1;32m     84\u001b[0m                 )\n\u001b[1;32m     85\u001b[0m             \u001b[0;32melif\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0merrno\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0merrno\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mEACCES\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
       "\u001b[0;31mWebDriverException\u001b[0m: Message: 'chromedriver' executable needs to be in PATH. Please see https://sites.google.com/a/chromium.org/chromedriver/home\n"
@@ -191,7 +182,7 @@
     "options = webdriver.ChromeOptions()\n",
     "options.add_argument('--ignore-certificate-errors')\n",
     "options.add_argument(\"--test-type\")\n",
-    "options.binary_location = \"/home/jovyan/work/hslu-deep-learning/notebooks/Block 5/Selenium test/chromedriver\"\n",
+    "options.binary_location = \"/home/work/hslu-deep-learning/notebooks/Block_5/Seleniumtest/chromedriver\"\n",
     "driver = webdriver.Chrome(chrome_options=options)\n",
     "\n",
     "driver.get('https://imgur.com/')\n",
diff --git a/notebooks/Block 5/Selenium test/chromedriver b/notebooks/Block_5/Seleniumtest/chromedriver
similarity index 100%
rename from notebooks/Block 5/Selenium test/chromedriver
rename to notebooks/Block_5/Seleniumtest/chromedriver
diff --git a/notebooks/Block 5/Selenium test/chromedriver_linux64.zip b/notebooks/Block_5/Seleniumtest/chromedriver_linux64.zip
similarity index 100%
rename from notebooks/Block 5/Selenium test/chromedriver_linux64.zip
rename to notebooks/Block_5/Seleniumtest/chromedriver_linux64.zip
diff --git a/notebooks/Block 5/Selenium test/geckodriver b/notebooks/Block_5/Seleniumtest/geckodriver
similarity index 100%
rename from notebooks/Block 5/Selenium test/geckodriver
rename to notebooks/Block_5/Seleniumtest/geckodriver
diff --git a/notebooks/Block 5/Selenium test/geckodriver-v0.24.0-linux64.tar.gz b/notebooks/Block_5/Seleniumtest/geckodriver-v0.24.0-linux64.tar.gz
similarity index 100%
rename from notebooks/Block 5/Selenium test/geckodriver-v0.24.0-linux64.tar.gz
rename to notebooks/Block_5/Seleniumtest/geckodriver-v0.24.0-linux64.tar.gz
diff --git a/notebooks/Block 5/african-elephant.jpg b/notebooks/Block_5/african-elephant.jpg
similarity index 100%
rename from notebooks/Block 5/african-elephant.jpg
rename to notebooks/Block_5/african-elephant.jpg
diff --git a/notebooks/Block 5/elephant_cam.jpg b/notebooks/Block_5/elephant_cam.jpg
similarity index 100%
rename from notebooks/Block 5/elephant_cam.jpg
rename to notebooks/Block_5/elephant_cam.jpg
diff --git a/notebooks/Block 5/models/bottleneck_fc_model.h5 b/notebooks/Block_5/models/bottleneck_fc_model.h5
similarity index 100%
rename from notebooks/Block 5/models/bottleneck_fc_model.h5
rename to notebooks/Block_5/models/bottleneck_fc_model.h5
diff --git a/notebooks/Block 5/models/bottleneck_features_train.npy b/notebooks/Block_5/models/bottleneck_features_train.npy
similarity index 100%
rename from notebooks/Block 5/models/bottleneck_features_train.npy
rename to notebooks/Block_5/models/bottleneck_features_train.npy
diff --git a/notebooks/Block 5/models/bottleneck_features_validation.npy b/notebooks/Block_5/models/bottleneck_features_validation.npy
similarity index 100%
rename from notebooks/Block 5/models/bottleneck_features_validation.npy
rename to notebooks/Block_5/models/bottleneck_features_validation.npy
diff --git a/notebooks/Block 5/models/model_fined_tuned.h5 b/notebooks/Block_5/models/model_fined_tuned.h5
similarity index 100%
rename from notebooks/Block 5/models/model_fined_tuned.h5
rename to notebooks/Block_5/models/model_fined_tuned.h5
diff --git a/notebooks/Block 5/tensorboard/cnn_face_1/train/events.out.tfevents.1606990035.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d966acf27.3357.927.v2 b/notebooks/Block_5/tensorboard/cnn_face_1/train/events.out.tfevents.1606990035.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d966acf27.3357.927.v2
similarity index 100%
rename from notebooks/Block 5/tensorboard/cnn_face_1/train/events.out.tfevents.1606990035.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d966acf27.3357.927.v2
rename to notebooks/Block_5/tensorboard/cnn_face_1/train/events.out.tfevents.1606990035.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d966acf27.3357.927.v2
diff --git a/notebooks/Block 5/tensorboard/cnn_face_1/train/events.out.tfevents.1606990036.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d966acf27.profile-empty b/notebooks/Block_5/tensorboard/cnn_face_1/train/events.out.tfevents.1606990036.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d966acf27.profile-empty
similarity index 100%
rename from notebooks/Block 5/tensorboard/cnn_face_1/train/events.out.tfevents.1606990036.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d966acf27.profile-empty
rename to notebooks/Block_5/tensorboard/cnn_face_1/train/events.out.tfevents.1606990036.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d966acf27.profile-empty
diff --git a/notebooks/Block 5/tensorboard/cnn_face_1/train/events.out.tfevents.1607684123.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d66daea14.128.315.v2 b/notebooks/Block_5/tensorboard/cnn_face_1/train/events.out.tfevents.1607684123.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d66daea14.128.315.v2
similarity index 100%
rename from notebooks/Block 5/tensorboard/cnn_face_1/train/events.out.tfevents.1607684123.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d66daea14.128.315.v2
rename to notebooks/Block_5/tensorboard/cnn_face_1/train/events.out.tfevents.1607684123.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d66daea14.128.315.v2
diff --git a/notebooks/Block 5/tensorboard/cnn_face_1/train/events.out.tfevents.1607684160.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d66daea14.128.1323.v2 b/notebooks/Block_5/tensorboard/cnn_face_1/train/events.out.tfevents.1607684160.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d66daea14.128.1323.v2
similarity index 100%
rename from notebooks/Block 5/tensorboard/cnn_face_1/train/events.out.tfevents.1607684160.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d66daea14.128.1323.v2
rename to notebooks/Block_5/tensorboard/cnn_face_1/train/events.out.tfevents.1607684160.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d66daea14.128.1323.v2
diff --git a/notebooks/Block 5/tensorboard/cnn_face_1/train/plugins/profile/2020-12-03_10-07-16/local.trace b/notebooks/Block_5/tensorboard/cnn_face_1/train/plugins/profile/2020-12-03_10-07-16/local.trace
similarity index 100%
rename from notebooks/Block 5/tensorboard/cnn_face_1/train/plugins/profile/2020-12-03_10-07-16/local.trace
rename to notebooks/Block_5/tensorboard/cnn_face_1/train/plugins/profile/2020-12-03_10-07-16/local.trace
diff --git a/notebooks/Block 5/tensorboard/cnn_face_1/train/plugins/profile/2020-12-11_10-55-25/local.trace b/notebooks/Block_5/tensorboard/cnn_face_1/train/plugins/profile/2020-12-11_10-55-25/local.trace
similarity index 100%
rename from notebooks/Block 5/tensorboard/cnn_face_1/train/plugins/profile/2020-12-11_10-55-25/local.trace
rename to notebooks/Block_5/tensorboard/cnn_face_1/train/plugins/profile/2020-12-11_10-55-25/local.trace
diff --git a/notebooks/Block 5/tensorboard/cnn_face_1/train/plugins/profile/2020-12-11_10-56-02/local.trace b/notebooks/Block_5/tensorboard/cnn_face_1/train/plugins/profile/2020-12-11_10-56-02/local.trace
similarity index 100%
rename from notebooks/Block 5/tensorboard/cnn_face_1/train/plugins/profile/2020-12-11_10-56-02/local.trace
rename to notebooks/Block_5/tensorboard/cnn_face_1/train/plugins/profile/2020-12-11_10-56-02/local.trace
diff --git a/notebooks/Block 5/tensorboard/cnn_face_1/validation/events.out.tfevents.1606990044.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d966acf27.3357.2032.v2 b/notebooks/Block_5/tensorboard/cnn_face_1/validation/events.out.tfevents.1606990044.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d966acf27.3357.2032.v2
similarity index 100%
rename from notebooks/Block 5/tensorboard/cnn_face_1/validation/events.out.tfevents.1606990044.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d966acf27.3357.2032.v2
rename to notebooks/Block_5/tensorboard/cnn_face_1/validation/events.out.tfevents.1606990044.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d966acf27.3357.2032.v2
diff --git a/notebooks/Block 5/tensorboard/cnn_face_1/validation/events.out.tfevents.1607684174.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d66daea14.128.1698.v2 b/notebooks/Block_5/tensorboard/cnn_face_1/validation/events.out.tfevents.1607684174.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d66daea14.128.1698.v2
similarity index 100%
rename from notebooks/Block 5/tensorboard/cnn_face_1/validation/events.out.tfevents.1607684174.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d66daea14.128.1698.v2
rename to notebooks/Block_5/tensorboard/cnn_face_1/validation/events.out.tfevents.1607684174.jupyter-simon-2evanhemerthslu-2ddeep-2dlearning-2d66daea14.128.1698.v2
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