Would you like to inspect the original subtitles? These are the user uploaded subtitles that are being translated: 1 00:00:00,390 --> 00:00:06,630 Hello and welcome to the practical applications of this course I'm super excited to start with you and 2 00:00:06,720 --> 00:00:11,910 I'm going to start with some good news right now and this Statoil we are going to install everything 3 00:00:12,180 --> 00:00:15,410 so that at no time you have any installation issue. 4 00:00:15,570 --> 00:00:22,530 We will install all the packages all the libraries anything that we will use to execute the codes and 5 00:00:22,530 --> 00:00:23,820 execute the models. 6 00:00:23,820 --> 00:00:27,300 So basically this is just the installation tutorial. 7 00:00:27,300 --> 00:00:31,220 And then it will only be about coding and executing. 8 00:00:31,410 --> 00:00:35,450 So this is a new feature we're very excited and proud to give to you. 9 00:00:35,520 --> 00:00:42,330 I'm talking about the virtual platform this virtual platform is the combination of a platform that will 10 00:00:42,330 --> 00:00:44,210 be hosted on the yes Web site. 11 00:00:44,280 --> 00:00:50,310 It is right now in development and a virtual environment that will contain all these packages. 12 00:00:50,310 --> 00:00:53,040 You will need to execute the codes in the models. 13 00:00:53,040 --> 00:00:58,290 So right now and this Statoil what we're going to do is we are going to install an icon that because 14 00:00:58,290 --> 00:01:02,460 we will connect this virtual platform environment to Anaconda. 15 00:01:02,640 --> 00:01:06,680 And then in a flash light we will be ready to start and execute the models. 16 00:01:06,900 --> 00:01:13,320 So let's do this let's start by downloading Anaconda and then we will install the virtual platform and 17 00:01:13,320 --> 00:01:14,520 then we'll be good to go. 18 00:01:14,820 --> 00:01:21,450 So right now I'm on Google and the first thing I want to do is to go to the Anaconda Web site. 19 00:01:21,450 --> 00:01:22,330 There we go. 20 00:01:22,560 --> 00:01:29,820 And I can digest that and I can then Google you go to the first link and I can get loud and then you 21 00:01:29,820 --> 00:01:33,420 go to download and I can there right here. 22 00:01:34,330 --> 00:01:34,980 We go. 23 00:01:35,200 --> 00:01:37,450 And then you choose your system. 24 00:01:37,450 --> 00:01:44,890 So when those macros are Linux I'm on Mac OS so I'm going to download Python 3.6 version. 25 00:01:44,890 --> 00:01:50,450 You must absolutely download Python 3.6 because it will not work on Python 2.7. 26 00:01:50,610 --> 00:01:51,790 So that's important. 27 00:01:51,850 --> 00:01:57,720 And then once you're ready you click on this download button and the download will just start. 28 00:01:57,760 --> 00:01:59,110 Right now it's just starting. 29 00:01:59,350 --> 00:02:00,490 And one minute left. 30 00:02:00,490 --> 00:02:01,050 Perfect. 31 00:02:01,060 --> 00:02:05,540 We will have the ANAC on that platform in one minute. 32 00:02:05,620 --> 00:02:08,870 So that's for a teacher to get a teacher. 33 00:02:08,890 --> 00:02:11,140 But you can click on those things that's very important. 34 00:02:11,290 --> 00:02:13,140 We won't be needing this. 35 00:02:13,200 --> 00:02:14,570 So so far what can I tell you. 36 00:02:14,580 --> 00:02:17,880 Well and I can There is a platform that contains several ideas. 37 00:02:17,890 --> 00:02:23,110 We will be using one of these ideas which will be spider because it's like a studio you have a viable 38 00:02:23,110 --> 00:02:27,090 window where you get to see all the variables you create your file explorer. 39 00:02:27,190 --> 00:02:33,210 It contains some interactive and dynamic eye bison console so very efficient to execute the code. 40 00:02:33,220 --> 00:02:35,500 This is definitely the one we want. 41 00:02:35,500 --> 00:02:37,420 Everything will work like a wonder. 42 00:02:37,690 --> 00:02:39,280 So here we go download is done. 43 00:02:39,340 --> 00:02:46,510 So what I'm going to do now I'm going to go to my download folder where I can find a neck on the package 44 00:02:46,510 --> 00:02:48,010 folder that I just downloaded. 45 00:02:48,160 --> 00:02:56,050 So let's double click on it then we will get the installation steps so it can continue continue continue 46 00:02:56,500 --> 00:02:59,560 agree and still for me only That's fine. 47 00:02:59,560 --> 00:03:07,690 Continue and install arise and right now it's installing it will just take a couple of seconds and it 48 00:03:07,690 --> 00:03:09,680 should be ready very soon. 49 00:03:12,620 --> 00:03:13,020 All right. 50 00:03:13,040 --> 00:03:16,550 Almost done writing package receipts is perfect. 51 00:03:16,550 --> 00:03:20,140 It's just installing and I can there with all the pages are going to do that. 52 00:03:20,160 --> 00:03:22,280 But we will be installing more packages. 53 00:03:22,280 --> 00:03:23,570 Thanks to the virtual platform. 54 00:03:23,570 --> 00:03:24,610 Here we go. 55 00:03:24,650 --> 00:03:25,670 That's done. 56 00:03:25,670 --> 00:03:29,650 Now we're going to click on close and you can choose to keep it. 57 00:03:29,690 --> 00:03:30,160 That's fine. 58 00:03:30,170 --> 00:03:32,120 Just to keep the download file. 59 00:03:32,390 --> 00:03:32,890 OK. 60 00:03:33,020 --> 00:03:39,020 So now Anaconda is installed but we're not going to open it yet because we'll be installing the virtual 61 00:03:39,020 --> 00:03:39,670 platform. 62 00:03:39,830 --> 00:03:41,750 So now stay with me and let's do this. 63 00:03:41,750 --> 00:03:43,320 It's going to be very efficient. 64 00:03:43,340 --> 00:03:47,060 We will just executes one line of code in the terminal. 65 00:03:47,060 --> 00:03:51,390 Or for those of you who are on Windows in the second prompt. 66 00:03:51,680 --> 00:03:58,010 So first of all let's go to the computer vision is that folder that you downloaded in the previous To 67 00:03:58,020 --> 00:04:05,630 toil and let's go inside and let's go inside the installations subfolder this installation subfolder 68 00:04:05,630 --> 00:04:11,670 contains three way e-mail found one for Linux one for Mac and one for Windows. 69 00:04:11,690 --> 00:04:13,610 You don't have to do anything with those. 70 00:04:13,610 --> 00:04:17,850 Why not file you can open them if you want but please don't nullify anything. 71 00:04:17,870 --> 00:04:24,080 These are just why a mail file that contains all the dependencies packages libraries that are going 72 00:04:24,080 --> 00:04:29,080 to be needed for the morals that will be executed in the course but you don't have to open them. 73 00:04:29,240 --> 00:04:33,940 What's We're going to do now is open a terminal or the Anaconda prompt. 74 00:04:33,950 --> 00:04:39,380 So for those of you who are on Mac or Linux you just need to open a terminal. 75 00:04:39,380 --> 00:04:43,490 I am on Mac so I just type command space and then terminal here. 76 00:04:43,660 --> 00:04:44,370 Answer. 77 00:04:44,600 --> 00:04:50,300 That's the terminal I suppose know how to open a terminal on Linux you can find it very easily at the 78 00:04:50,300 --> 00:04:52,060 left of your screen. 79 00:04:52,280 --> 00:04:58,760 And now for those of you who are on Windows what you need to do is to go to the lower left corner of 80 00:04:58,760 --> 00:05:05,390 your screen click on the windows button then find in the list of programs Anaconda's 3. 81 00:05:05,390 --> 00:05:11,270 You go inside and then you will find an icon that prompt you open the prompt and then you will get a 82 00:05:11,270 --> 00:05:14,440 black rectangle like this a black screen. 83 00:05:14,570 --> 00:05:16,330 And now we are on the same page. 84 00:05:16,340 --> 00:05:21,290 We just need to type something that will install everything and then we'll be good to go. 85 00:05:22,340 --> 00:05:28,580 OK so now you guys on Mac and Linux have your terminal opened and you guys on Windows have your and 86 00:05:28,600 --> 00:05:30,140 can that prompt open. 87 00:05:30,360 --> 00:05:34,100 And then we're going to type a command line to install everything. 88 00:05:34,230 --> 00:05:40,060 But first we need to be in the folder that contains the Y MFL. 89 00:05:40,140 --> 00:05:42,100 So we have two choices now. 90 00:05:42,180 --> 00:05:47,340 Either you find this folder which is the installation folder through the terminal you know by typing 91 00:05:47,340 --> 00:05:54,150 CD then desktop because the computer vision it is that folder is on my desktop and then computer vision 92 00:05:54,810 --> 00:06:01,750 it is that then instillations that we go and then you press enter but maybe that's not the best way. 93 00:06:01,760 --> 00:06:06,750 If your computer vision is full there is somewhere hidden in your system. 94 00:06:06,800 --> 00:06:15,490 So in that case what you can do also is just take the way a male that corresponds to your system. 95 00:06:15,500 --> 00:06:22,520 So for example my way email is Mac so I'm copying this I'm putting it in my main folder which is an 96 00:06:22,750 --> 00:06:25,240 law here I can paste that here. 97 00:06:25,270 --> 00:06:27,210 All right. 98 00:06:27,330 --> 00:06:33,990 And now since my terminal is in the right folder along which contains my way e-mail Well I'm ready to 99 00:06:33,990 --> 00:06:36,230 type the command to execute the code. 100 00:06:36,270 --> 00:06:42,690 So as you want it's whether you are comfortable not with navigating inside your system that's the two 101 00:06:42,690 --> 00:06:43,810 possibilities. 102 00:06:43,830 --> 00:06:49,340 The only thing that matters right now is that your terminal or Anaconda prompt is connected to a folder. 103 00:06:49,500 --> 00:06:54,060 And the way a mail file corresponding to your system must be in that folder. 104 00:06:54,090 --> 00:06:58,170 So if that's the case what you only need to do is type Konda 105 00:07:00,790 --> 00:07:07,570 create then minus f then virtual platform. 106 00:07:07,570 --> 00:07:10,400 And then if you are a Mac you type Mac. 107 00:07:10,660 --> 00:07:16,570 If you are on Windows you type windows and if you are on Linux you type Linux. 108 00:07:16,570 --> 00:07:21,100 I am on Mac so I have Mac and then don't forget the dot. 109 00:07:21,120 --> 00:07:21,780 Why. 110 00:07:21,920 --> 00:07:27,070 Well that's all you press enter and this will install everything. 111 00:07:27,280 --> 00:07:30,620 And at no time will you ever have to install anything else. 112 00:07:30,640 --> 00:07:33,410 So let's press enter and let's see the magic. 113 00:07:33,610 --> 00:07:37,630 There we go using an icon that API fetching package. 114 00:07:37,710 --> 00:07:44,720 Metzer that's out and it's going to install everything now and this shouldn't take a while. 115 00:07:44,740 --> 00:07:46,950 This should take like one minute to two. 116 00:07:47,130 --> 00:07:50,620 Let's see something back package specifications and there we go. 117 00:07:50,620 --> 00:07:51,640 Isn't it beautiful. 118 00:07:51,640 --> 00:07:53,080 Everything is being installed. 119 00:07:53,320 --> 00:07:57,430 And we won't have to bother about this after that. 120 00:07:57,430 --> 00:07:59,980 So that's pre-reg saying that's a new feature. 121 00:08:00,130 --> 00:08:03,130 That's the virtual platform behind the scene. 122 00:08:03,130 --> 00:08:04,780 You know we're installing a virtual environment. 123 00:08:04,780 --> 00:08:10,250 But of course then you will have the virtual platform the graphic virtual platform on the LDS web site 124 00:08:10,570 --> 00:08:12,640 which is still in development. 125 00:08:12,640 --> 00:08:17,700 So beautiful it's going to take maybe one more minute. 126 00:08:17,710 --> 00:08:19,240 So let's see. 127 00:08:19,240 --> 00:08:24,950 So as you can see it's installing some packages like f f MPEG because we'll be working on some videos. 128 00:08:24,950 --> 00:08:33,200 It's installing pipe and 3.5 3.6 because by then 3.6 have some issues with by. 129 00:08:33,370 --> 00:08:38,530 It's installing by George of course because it is the most powerful to implement neural networks. 130 00:08:38,540 --> 00:08:43,300 It's installing open C.V it's installing side by it's installing. 131 00:08:43,300 --> 00:08:52,030 Well everything we need and even some more stuff that like you know very useful bits that we won't be 132 00:08:52,030 --> 00:08:53,830 using it but it's because of the dependencies. 133 00:08:53,830 --> 00:08:57,570 You know when you and someone package you have to install some different packages. 134 00:08:57,570 --> 00:09:00,320 So but anything you'll have everything you need. 135 00:09:00,530 --> 00:09:00,870 OK. 136 00:09:00,880 --> 00:09:03,810 So I think that was the last one to install. 137 00:09:03,940 --> 00:09:10,250 And now you just need to wait a few more seconds and we will be ready to start very soon. 138 00:09:10,250 --> 00:09:16,600 I'm so excited and so excited because then I will show you right now the folder that contains all the 139 00:09:16,600 --> 00:09:22,750 models and we will test the virtual platform to make sure that it works we will test it with the first 140 00:09:22,750 --> 00:09:23,570 model. 141 00:09:23,830 --> 00:09:27,720 So let's see let's see what's going to happen. 142 00:09:27,720 --> 00:09:28,350 All right. 143 00:09:28,400 --> 00:09:30,640 Yet that looks like it's the end. 144 00:09:30,880 --> 00:09:34,500 It's going to be the end in a matter of seconds. 145 00:09:34,510 --> 00:09:35,100 And there we go. 146 00:09:35,260 --> 00:09:35,730 Yes. 147 00:09:35,770 --> 00:09:36,480 Perfect. 148 00:09:36,700 --> 00:09:38,530 So no error. 149 00:09:38,590 --> 00:09:39,660 Everything is fine. 150 00:09:39,670 --> 00:09:43,980 It tells you some stuff like to activate this environment use source activate virtual platform. 151 00:09:44,020 --> 00:09:47,590 Don't worry about that you won't have anything to do about that. 152 00:09:47,590 --> 00:09:49,220 I will show you what to do right now. 153 00:09:49,240 --> 00:09:50,670 It's so easy. 154 00:09:50,800 --> 00:09:51,460 So let's do this. 155 00:09:51,460 --> 00:09:55,870 You can close your terminal or Anaconda prompt now. 156 00:09:56,020 --> 00:09:58,800 And now what we're going to do is open Anaconda. 157 00:09:58,810 --> 00:10:03,640 So for those of you who are on Windows you can find it by clicking on the windows button at the lower 158 00:10:03,640 --> 00:10:09,890 left corner and then find an icon that 3 but you have to find an eye can the Navigator. 159 00:10:09,900 --> 00:10:15,520 And here on Mac I'm going to type Anaconda navigator like this. 160 00:10:15,520 --> 00:10:16,750 It's in my apps. 161 00:10:16,960 --> 00:10:17,800 And there we go. 162 00:10:17,800 --> 00:10:22,240 And I can that is about open initialising. 163 00:10:22,450 --> 00:10:29,660 And here is Anaconda and now the only thing that we have to do to connect to the virtual platform. 164 00:10:29,750 --> 00:10:31,210 There is nothing more easy. 165 00:10:31,300 --> 00:10:34,690 You get two applications on then you click on this little arrow. 166 00:10:34,900 --> 00:10:36,150 And here we go. 167 00:10:36,160 --> 00:10:39,370 Here is the virtual platform you click on the virtual platform. 168 00:10:39,700 --> 00:10:40,600 It's loading. 169 00:10:40,750 --> 00:10:45,340 And now we are connected to the virtual platform inside Anaconda. 170 00:10:45,520 --> 00:10:46,550 That's beautiful. 171 00:10:46,550 --> 00:10:51,100 So now the only thing that you have to do left is just click on launch you know that's the idea we're 172 00:10:51,100 --> 00:10:52,390 using spider. 173 00:10:52,420 --> 00:10:58,980 You click on knowledge and you'll be inside of a beautiful studio which will use to execute the models. 174 00:10:58,990 --> 00:11:00,070 There we go. 175 00:11:00,100 --> 00:11:02,440 So I'm going to quickly present Spider. 176 00:11:02,440 --> 00:11:05,030 This is the area where you have your code. 177 00:11:05,050 --> 00:11:06,750 This is the bison console. 178 00:11:06,760 --> 00:11:10,450 Make sure that you have the item console and not the button console. 179 00:11:10,630 --> 00:11:15,280 Here you have three windows Falak 4 or you have all your files your folders. 180 00:11:15,310 --> 00:11:21,040 So we will find the computer vision areas that folder will explore where you have all the variables 181 00:11:21,040 --> 00:11:26,470 you create and help if you need some help sometimes you will get the help to get some informations of 182 00:11:26,770 --> 00:11:28,840 the object's classes we're going to use. 183 00:11:29,050 --> 00:11:33,770 But the first thing we're going to do is we're going to go to explore and find the computer vision it 184 00:11:33,780 --> 00:11:34,640 is that folder. 185 00:11:34,870 --> 00:11:39,910 So as you saw it is in my desktop there it is computer vision is that. 186 00:11:40,120 --> 00:11:43,270 And now we're going to test the virtual platform to make sure that it works. 187 00:11:43,270 --> 00:11:45,830 So I'm going to click on computer vision it is. 188 00:11:46,060 --> 00:11:49,180 Let's test for example module one face recognition. 189 00:11:49,420 --> 00:11:57,610 So in each of the folder modules you will have to code the commented version of the code and the code 190 00:11:57,700 --> 00:11:58,530 without comment. 191 00:11:58,570 --> 00:12:04,530 So the command version of the code is the name of the module face recognition and this quirk invented 192 00:12:04,900 --> 00:12:10,200 and the no commented version of the code is face recognition and is going to comment. 193 00:12:10,310 --> 00:12:16,210 You can find the same for the other module to object detection object detection commented object detection 194 00:12:16,210 --> 00:12:21,920 of Cummins and for Gannes DC again come into DC again no comment. 195 00:12:21,920 --> 00:12:25,070 This again means deep convolutional again. 196 00:12:25,400 --> 00:12:32,900 And then you have some other foules which are some other bytes and files or XML files or some folders 197 00:12:33,170 --> 00:12:35,780 that contain some tools that are required for the models. 198 00:12:35,780 --> 00:12:42,140 So for example here for face recognition the tools are two Cascades one cascade for the eye and one 199 00:12:42,140 --> 00:12:43,470 cascade for the face. 200 00:12:43,490 --> 00:12:48,950 These are ex-MIL files and theres just to be able to detect the eyes and the face with open city but 201 00:12:49,070 --> 00:12:52,230 the code the heart of the code is one of these vowels. 202 00:12:52,400 --> 00:12:59,300 So you have to come into the version of the code and we together are going to retype the code line by 203 00:12:59,300 --> 00:13:01,170 line so that you can understand what's going on. 204 00:13:01,340 --> 00:13:06,050 But for example I did a double clicking on face recognition commented and we're going to test it out 205 00:13:06,110 --> 00:13:07,040 right now. 206 00:13:07,190 --> 00:13:13,270 So as you can see each line of code is commented that's the same for the other code and to test it we 207 00:13:13,270 --> 00:13:18,440 simply need to select the whole code by pressing command or control a and then to execute. 208 00:13:18,440 --> 00:13:23,480 We simply press command or control enter and there we go. 209 00:13:23,480 --> 00:13:24,410 Is it working. 210 00:13:24,620 --> 00:13:28,700 Yes it is I'm going to show that to you right now. 211 00:13:28,740 --> 00:13:29,550 Here it is. 212 00:13:29,610 --> 00:13:31,740 That's the result of Module 1. 213 00:13:31,770 --> 00:13:33,270 So hi guys welcome. 214 00:13:33,300 --> 00:13:34,230 Welcome to my place. 215 00:13:34,230 --> 00:13:36,980 This is actually where I'm recording all the tutorials. 216 00:13:37,110 --> 00:13:45,420 So this is face recognition as you can see we detect very well my face in blue and my eyes in green. 217 00:13:45,620 --> 00:13:49,440 So that's one of the models we implement and of course that's a very classic example. 218 00:13:49,470 --> 00:13:55,230 But don't worry the more you will progress and of course the more you will get some very very powerful 219 00:13:55,230 --> 00:14:00,380 models especially the one for object detection and the one from module 3. 220 00:14:00,690 --> 00:14:06,710 And also this virtual platform will be updated through time we'll add some new stuff some new models. 221 00:14:06,840 --> 00:14:08,770 So make sure to keep in touch with it. 222 00:14:08,790 --> 00:14:11,700 All right so I'm going to press on cute to exit this. 223 00:14:11,700 --> 00:14:14,070 There we go so that works very well. 224 00:14:14,070 --> 00:14:15,680 We don't have to test it for the others. 225 00:14:15,690 --> 00:14:18,450 I actually tested it 10 times to make sure that it works. 226 00:14:18,450 --> 00:14:21,650 I tested it on Linux Windows and Mac. 227 00:14:21,690 --> 00:14:23,940 So you should not have any problem. 228 00:14:23,940 --> 00:14:24,300 All right. 229 00:14:24,300 --> 00:14:25,250 So I hope it's clear. 230 00:14:25,260 --> 00:14:27,690 I hope you manage to get to where I am right now. 231 00:14:27,710 --> 00:14:29,910 Is it getting this code if it's not the case. 232 00:14:29,910 --> 00:14:31,710 You can ask some questions in the Q&A. 233 00:14:31,770 --> 00:14:32,990 We will assist you. 234 00:14:33,000 --> 00:14:36,180 There is a great support team that will be very happy to help you. 235 00:14:36,180 --> 00:14:38,610 All right so I can't wait to start coding all this. 236 00:14:38,700 --> 00:14:40,580 And until then enjoy computer vision. 23608