Count Objects in Zone | Using YOLOv5, YOLOv8 | Computer Vision

welcome by research Channel so we are going to the exploring uh object detection in the polygon Zone and you can see the how many peoples will be found in months one right side left side and here the you can see the four peoples will be count here the 19 people's paid zonal and the yellow zone Okay so I will going to the uh exploring the supervision super region okay and then rewrite the name supervision Library just like uh you call it robot flow oh what flow and my mistake sorry so you can see the supervision Library uh we we will exporting to the pothole library and creating uh python version one simple chord and we are going to the exploring uh I'm going to the my application first of all and Open my pycharm so after open my buy charm and open my script here the video and the folder here this for this video we are exploring two types of code just like YOLO V8 and YOLO V5 so step by step we go going to the exploring all things will be Target this video Okay so now I am open my Patcher open the project always going to the desktop and here the folder test this project and you will focus on the python version first of all I am all project will be created with python three point head so I am already create the virtual environment and tested myself I cannot wait for the uh any other requirements so I will test it so you need this Library spy torch ultralysis and supervision zero point 2.0 okay so here the three single yellow weird single pothole sorry polygon and uh in my mind in both all detection okay so forget it so next is the multi polygon and yellow beef with wave 5 multi polygon so we are going to Target Two scripts and also single script okay single skip just like uh normally Act and do not worry we are going to that step by step first of all you going to the setting okay so here the pie charm references okay after references you go to the python interpreter and add interpreter locally you can see the I am not going to the python 3.9 I am going to the python three point virtual environment 3.8 okay so you create the virtually environment uh easily step by step so I am already created then virtual environment and going to the Explorer with the okay apply and okay so by charm will be you can see the externally added files and already install all things okay so do not worry I am going to the my open my terminal already python 3.8 so you can install easily with Pip Library I will show you if install already given in my GitHub account so you can see the here the GitHub account so I am put here in front of you one file second file third file and fourth file so you need to the for example video file Source 7.6 MB so I will already update it uh so a lot of time I cannot creating any video so it's too much longer time I'm creating one video on object action and counting in the polygon zone so my viewers will be wait for the new video and latest update so I will create the one video for my viewers so you can see the supervision already doing very well uh ultralizes yellow series will be already doing very well numpy has a number generating objects and sorry Library here the we are put the I will show you how to run this code and do not worry you will create the environment with the pie charm how to use and you can easily run also uh your terminal okay input on output video will be given okay do not worry we are going to the step by step uh so after you can see the hairs numpy Library supervision Library by Arts Library and simply going to the YOLO V5 also put here the weight and dimensional parameters of the ultralizes here the recognize means matrices will be aired in with array you we can see the hair matrices of the polygon it is standard two will be mentioned in the URL script okay first of all you keep in your mind uh you can create the zone and uh mention the all frames per seconds and it's depend on you what you want to use uh we are mentioning the classes with the zero and uh and also you can see the all uh errors will be rest okay now we are run to the this algorithm okay so I think it's getting we are getting an error getting error from here we are open the terminal okay so you can see the local Eternal will be open and python 3.8 will be showing you front of you 3.8.16 keep in your mind okay so we are already installed all dependency and now we want to run with we are going to the with yellow V5 first of all python and script name okay you can see that I am mention it the input you give the input video here sorry demo to and slash output sorry slash I'm calling the slash Dash output meaning zero means sorry all means output and uh output name demo dot MP4 format okay so uh it's depend on you in your laptop your laptop is a high capable means a higher GPU base so you it's cannot taking any much time so it's at least give a reshape will be added just like a one minute two minute at least two minutes so we are waiting for the video so let me discuss and uh when we create where we create our video here the create our video demo MP4 okay so 54 layers will be going on so now when we are discussing on now okay when our video will be creative we will show it will be here they will be done okay wherever we will discuss your love yet script here the import libraries okay so here the uh and put the uh just like you can mention it you are good you can put output means just a way ahead you are uh mention your files okay now here the one we created the class okay class will be mentioned now the polygon it's matrices with array will be changed uh so after you can see the mention the Zone thickness and text s are all things and frame per second process and after you can see the we are mentioned it the CV dependency means just like a C supervision will be already created the back end backend Library you can show you um here the library already uh mentioned here to the all things in in this Library okay we call this library and we mentioned our uh just like a classes and parameters in video Zone and we can get the result okay so my target is to my audience will be uh understand this script and my language so here's the simple create the simple video of the polygon and with the with quotes and one video for the Landing okay practice for the learning and creating a simple achieve their targets will be just like uh course okay if the single what what will be uh multiple and single will be differences you can can each wears only the hit the target of the just you can see mattress is one okay here the single keep your mind okay so let me check it out oh man taking time here I'm delete some videos back you can get the one we do this video will be deleted no need okay yeah I'm not sure where we will be going put back so we are hit the target this video will be single polygon let me try it try it again and here's the video I am deleted hello to and hello okay so we are waiting for this video and uh I hope so it's working fine and getting results very easily so guys Bollywood each frame using image manipulator technique you can see that we are creating a mask avoid everything outside polygon and keep region a interesting discipline so you guys you can see the finale that you will be done and you can see the your result will be showing you four people one two three four three two people one here two three here will be people will become okay so you can close your mattress to get the result uh in front of you if you re-edit your mattresses keep your mind you re-edit your mattresses here mention your parameter then resizing that now we are Target the yellow V8 nearby town okay and the script name is the YOLO here okay YOLO V8 input demo to video mind and uh output is the YOLO be it dot mp4 file okay we are mentioning it one by one uh you can see the we are targeting demo to video and output is the yellow V8 before file so here here in case in yellow beard case you see that logs okay and I mention it again show View okay okay so show True will be line will be added here then not it will be added so you cannot see the any type of uh just like a window Turner of the IM show just like I'm sure okay so you can see the 44 people five bracket 7 back and speed of the processing you will be see I cannot see the view of yet multiple video multiple uh process you can see we will check it out there as soon as so after this script means this file this processing file we will uh close the all process and sum up this video and I hope so it's working fine and getting and not getting an error and video upgrade successfully uh in one and two minutes so here the discuss any type of you can see the description the help of the people of the protocol revision and tax will be also added add-in and already mention the mattresses and uh criteria may you reduce the values and increase the values it depend on yourself so we are focus on the our main result it's going on the create the one by one line it's taking much time huge time okay so video will be going nine nine hour uh I am already in the international project so I have not any much time so my audience already wait for video so I am some of the my time and creating one video with the YOLO V8 and yellow V5 for polygon uh Zone detection with accounting so our object will be showing you so now we are going to uh wait for the result and I have sorts working fine now so you can see the our yellow V8 uh for later on video will be done means we we will check it out we have the yellow beard report file so you can see the multiple video I think it's working fine now okay so it's processing very uh simple and uh here I I will mention it the single process okay you can see the again I'm mentioning the python Euro we add here the okay multiple single input the video demo to and output the video the edge single so it's taking not much any time uh six double nine point eight milliseconds uh we'll be doing so you can see that here mentioned that many per second processing speed sorry so it's not much any enough uh reducing so we're getting result and showing the result how how is doing to the single process so in this video we will targeting object detection with counting of with the polygon uh environment and after you can see the we are going to the yellow V5 and yellow we add multiple and single okay so I hope so uh if you like it and keep in support us and our video will be sharing multiple platforms for the our reaching audience will be increased okay so need your support we are getting much better with uh updating the videos and our Target is the exploring one by one things and one by one is uh point so I hope so it's you like it or waiting for the result so you can see that our video will be done and uh so create the video on the single and also you can see the okay so I hope so it's not working in multiple okay we are hit the target down in a single time so I hope so you like it and we support our channel for more getting information updates any type of confusion any type of using any error you comment down we will shout out

Channel: Pyresearch

Views: 1,922

Keywords: Education, Pyresearch, Pyresearch - YouTube, how to Grow, money, facebook app, facebook, how to set goal, ComputerVision, ObjectCounting, YOLOv5, YOLOv8, MachineLearning, AI, TechExploration, ObjectDetection, ZoneCounting, ComputerVisionTutorial, YOLO, YOLOTutorial, YOLOv5Tutorial, YOLOv8Tutorial, AIInnovation, TechTutorial, DataAnalysis, AdvancedDetection, PrecisionCounting, DataInsights, VisualAnalytics, CodingTutorial, Programming, DataScience, TechEducation, Innovation, LearnAI, AIExploration, TechEnthusiast, DataGeek

Id: B48xtB8h1iw

Length: 20min 43sec (1243 seconds)

Published: Thu Aug 17 2023