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Ғылым және технология

Object Tracking with Opencv and Python

Pysource
2021 ж. 27 Қаң.
587 446 Рет қаралды
Жүктеу

Source code: pysource.com/2021/01/28/objec...
You will learn in this video how to Track objects using Opencv with Python.
In this specific lesson we will focus on two main steps: on the first one we will do Object detection and on the second one Object tracking.
➤ Full Videocourses:
Object Detection: pysource.com/object-detection...
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Пікірлер

  • ►► You can Build a Computer Vision software to DETECT and TRACK any Object. → 4-Step FREE Workshop pysource.com/blueprint-workshop-signup/

    @pysource-com@pysource-com2 жыл бұрын

  • The way this person is delivering these complicated stuffs regarding Open CV and OT, hats off man for your contribution towards the KZhead Community. Do try to make a playlist or video regarding implementation of GANNs tensorflow models along with Opened CV, like Real Time image to image translation using Cycle GANNs. By the way lots if love from this Subscriber 😊

    @Suman-zm7wx@Suman-zm7wx2 жыл бұрын

  • Thank you for explaining each and every line of code clearly. Great help. Keep uploading videos like this

    @hetalivekariya7415@hetalivekariya74152 жыл бұрын

  • Wow this was quite useful and well explained. Thank you and God bless your work!!!

    @dogarayunanagani6986@dogarayunanagani69863 жыл бұрын

  • Dude! Not only have you helped me to finally set up opencv but you have even made my first steps easier in my own project with your demo. ❤ Hint to all who have troubles with the namespace in build.gradle: try to adjust the gradle plugin version under project structure > project. 7.2 worked for me.

    @Endredos@Endredos11 ай бұрын

  • Thank you so much men! I do appreciate your kindness and efforts for sharing this great script even for free. It helps a lot, especillay for many students who are with empty pockets! Gracias!

    @chun5310@chun53102 жыл бұрын

  • Thanks, to you Sergio Canu, you have resolved much of our issues. thanks to you from the core of our hearts.

    @bolzanoitaly8360@bolzanoitaly83602 жыл бұрын

  • Today I installed opencv, it was a long day of tutorials but this one was super super clear! Thanks a lot!

    @tomasdaels@tomasdaels2 жыл бұрын

    • super charge

      @jawadmansoor6064@jawadmansoor60642 жыл бұрын

  • this was really awesome and thank you for the code

    @dennisasamoah2213@dennisasamoah22133 жыл бұрын

  • Thanks for sharing the knowledge and resources. For the information of the fellow viewers/commenters.. I implemented his code in VS Code in Windows 10. 2 errors and following had to be done as it threw some error when I attempted to run it: 1. install "pip install tracker" --> Refresh VS code 2. Make sure that the specified folder path of the video and code are same. Files --> Open Folder--> Object-Tracking.

    @abc-co7fy@abc-co7fy3 жыл бұрын

  • This really isn’t a tutorial on object tracking as the title promises. It’s a (good) tutorial for visual object detection and then a single-line black box function that does all the tracking with no explanation of its operation, just it’s use.

    @Nonsanity@Nonsanity2 жыл бұрын

    • Can Using visual video code to run?

      @doraemondd6876@doraemondd68768 ай бұрын

  • perfect and much needed for me to understand OPENCV

    @praketasaxena@praketasaxena2 жыл бұрын

  • Thanks man! This helps me to complete my assignment on object tracking using OpenCV

    @dhamotharan1734@dhamotharan17348 ай бұрын

  • I really enjoy watching your videos and they are quite helpful at same time. thanks for sharing this with us

    @thecontrolenggeek786@thecontrolenggeek786 Жыл бұрын

  • Best tutorial ever!!!! Thanks a lot for your time and clear explanation, cheers!!!

    @julianboulevard@julianboulevardАй бұрын

  • Thank you for your detailed explanation on object Tracking :)

    @mrpoeky2527@mrpoeky25272 жыл бұрын

  • Thank you very much for making this video; concepts are clearly explained.

    @thinkingahead2233@thinkingahead2233 Жыл бұрын

  • i'm newbie to opencv , u explanations are far better than my lectures....thansks a lot sir.....

    @manakavoo@manakavoo7 ай бұрын

  • Thanks for the insight, you have taken my python-programming to another higher level!! Great fun too.

    @flashdash4694@flashdash46943 жыл бұрын

  • Solid explanation to initiate into the field

    @PotatoMan1491@PotatoMan14913 жыл бұрын

  • Excellent👍, thanks for sharing the codes of the project to us to learn it well

    @dedisupardi2815@dedisupardi28152 жыл бұрын

  • Thanks a lot for this amazing tutorial !!!

    @hanshima_@hanshima_2 жыл бұрын

  • BEST youtube channel!

    @juliendu46@juliendu462 жыл бұрын

  • Thanks I finally got a good starter tutorial

    @levienkon@levienkon11 ай бұрын

  • Thank you for the video sir, I have spent weeks to do this traffic counting and none that I found work for me. Thank you so much for the tutorial!

    @ArimAhiru@ArimAhiru Жыл бұрын

  • Bravo Sergio! Maestro!

    @RodrigoPacheco-Ruiz@RodrigoPacheco-Ruiz Жыл бұрын

  • 我來自台灣，謝謝你的教導，感謝!!

    @snake6458@snake64582 жыл бұрын

  • This is just great. Many many thanks 👍

    @deepanjan1234@deepanjan12343 жыл бұрын

  • We used it for our study. Thank you.

    @user-zr8lu5rp5i@user-zr8lu5rp5i Жыл бұрын

  • Thank you so much men! I want to study follow your ! 👍

    @takedowntheccp.5167@takedowntheccp.51672 жыл бұрын

  • Hey! Thanks a lot for the video! Very helpful! Tell me, how can I record the coordinates of landmarks in a json file?

    @daylinewsru@daylinewsru2 жыл бұрын

  • Sir, thank you for the video with a detailed explanation. If I want the program to execute on two different videos at a time is that possible. If yes please tell the way

    @vittal255@vittal2553 жыл бұрын

  • It’s great, it makes me think python is awesome, and I start to like it.Thankyou！

    @user-bf2vb9gj1d@user-bf2vb9gj1d2 жыл бұрын

  • Perfect and much needed video , thank you 🙏. Can you PLEASE make a video on camera calibration without using the checker board (I mean by using methods inside opencv like PnP method etc...)

    @talhayousuf4599@talhayousuf45993 жыл бұрын

  • Awesome ❤️👍 thank you so much.

    @dhruvdwivedy4192@dhruvdwivedy41923 жыл бұрын

  • Thanks man! Great tutorial ;)

    @Mustafff76@Mustafff763 жыл бұрын

  • your tutorial method is wonderful ...

    @vahabmspour6336@vahabmspour63362 жыл бұрын

  • Subscribed! A very beautiful explanation and examples

    @yem.t.3930@yem.t.393011 ай бұрын

  • Thank you. Super lecture. Very insteresting.

    @BystroCoder@BystroCoder2 жыл бұрын

  • Thank you Sérgio!

    @joaoperolimasaar@joaoperolimasaar3 жыл бұрын

  • this is a really awesome explanation of each and every step u explained very well. sir if I want further vehicle classification can you please say how I supposed to do it..

    @ECERMANASAK@ECERMANASAK2 жыл бұрын

  • wow, you explain very well, trank u bro!

    @bryansneydergomez4870@bryansneydergomez48702 жыл бұрын

  • Well done!! Thanks!!

    @eskelex@eskelex3 жыл бұрын

  • Dude, thanks for this video!

    @Car_Ram_Rod@Car_Ram_Rod2 жыл бұрын

  • Th aks dude, done such amaizing work explaining this,please consider license plate recognition in real-time from a video feed. Stay safe and keep it up. SUBED & 👍🏾 Greetings from Tanzania 🇹🇿

    @raymondmichael4987@raymondmichael49873 жыл бұрын

  • Amazing video, thank you 👍

    @joshuajohn4404@joshuajohn44042 жыл бұрын

  • very very awesome, thank you

    @ozcanyureklioglu6249@ozcanyureklioglu62493 жыл бұрын

  • beautifully perfect!!!!!

    @jeanzyx1707@jeanzyx17072 жыл бұрын

  • Can you do a lesson on calculating the size of objects such as fruits and vegetables . Thanks

    @phaminhhoang4478@phaminhhoang44789 ай бұрын

  • Thank🎉 from Thailand.

    @TheGupex@TheGupex28 күн бұрын

  • Thank you for the tutoral, very good. i only want to ask one question. How can i restart to zero the id counter?

    @lorenzowinger5831@lorenzowinger58312 жыл бұрын

  • Awesome ... Great Work

    @addkik@addkik Жыл бұрын

  • Hi... Thank you for the tutorial.. It's impressive. I have one question. Can we make the animation of moving objects a function of time? the program will run and continuously animation will run??? Thank you

    @jadavpur4@jadavpur43 жыл бұрын

    • Hey Soumitra, I'm actually trying to do that too and I wondered if you came to a solution. :) I know I'm probably to late asking this, but I will be very happy if you reply. Have a great day

      @fussballsuchti5661@fussballsuchti5661 Жыл бұрын

  • perfect thanks so much

    @cyrillekesiku2450@cyrillekesiku24503 жыл бұрын

  • Hey, Could we think something different like this , instead of calculating area could it be that we will track only the moving elements and complete our task. I don't know could it be or not because I'm new in python and opencv too . if it can please tell. And thank you for sharing such a nice one project.

    @coco_child@coco_child2 жыл бұрын

  • Hello . Great explanation, thank you very much. @00:10:44, It is clear that You filtered using area. But I wonder if it is possible to use some of "speed" threshold or a good combination (compound condition) instead of it???

    @locomotech6302@locomotech63025 ай бұрын

  • thanks for great video, does it work for moving camera and stable object too?

    @alirezairani2876@alirezairani287610 ай бұрын

  • Thank you so much, please make more tutorials like tNice tutorials. You explain better than any other guide I've seen on youtube, very clear and

    @TechnicalAdnan786@TechnicalAdnan786 Жыл бұрын

  • Hi! I absolutely love your code, it's so easy to use! I'm having trouble accessing the files to download, I subscribed with multiple email addresses and confirmed them but still didn't get access to the files, is there a problem on my side? :/

    @wiktoriarajewicz3775@wiktoriarajewicz37759 ай бұрын

  • Thanks, Are you able to count the demonstrators of a march ?

    @cyrillaurencerameaualbon1637@cyrillaurencerameaualbon16372 жыл бұрын

  • I am from Vietnam and I'm going to research to count the number of people in CCTV camera but I don't know how to track people. Then, I watch your video and I really like it. It's so helpful for me. I'm so grateful to you. Thank you so much

    @vanthoduong3062@vanthoduong30622 жыл бұрын

  • Thanks for sharing! Keep up the good work 😄

    @mesaanugerah@mesaanugerah Жыл бұрын

    • ;)

      @pysource-com@pysource-com Жыл бұрын

  • You are the best!

    @dkibe6006@dkibe60063 жыл бұрын

  • thanks for tutorial !!!!

    @lynx6632@lynx66323 жыл бұрын

  • Awesome video, where can i get traffic footage like that

    @hamizanahmad5879@hamizanahmad58793 жыл бұрын

  • Congratulations!

    @claudiocatucci7028@claudiocatucci70283 жыл бұрын

  • Object Tracking starts at 20:25

    @rog0079@rog00793 жыл бұрын

    • Hello !! From where can I get tracker.py

      @HarshaSravani--c@HarshaSravani--c2 жыл бұрын

  • Thanks a million

    @mohamedkarabij6673@mohamedkarabij6673 Жыл бұрын

  • Very nice and understandable, thanks for sharing your experiance +100 for karma ))

    @andriyyarish8628@andriyyarish86283 жыл бұрын

  • Sir do you have any project for hand gesture recognition ? Thanks

    @nailaydogan2241@nailaydogan22413 жыл бұрын

  • Awesome! I use the same method for tracking "alpha numeric " raised numbers and letters on the face of the front dashboard. My problem is that I have to process the images and then convert them for analysis. Do you have any cellular applications? Or desktop?

    @falconvisionuav@falconvisionuav2 ай бұрын

  • thank you!

    @ZipovUA@ZipovUA3 ай бұрын

  • Brother, thanks alot

    @nurbaini4308@nurbaini430811 ай бұрын

  • Are x and y coordinates mean the center point of the rectangle, or are they the corner of the rectangle?

    @shuhaozhang7332@shuhaozhang73322 жыл бұрын

  • thanks for your excellent video

    @XuanKyAutomation@XuanKyAutomation2 жыл бұрын

  • Thank you !!!

    @Netalon@Netalon2 жыл бұрын

  • greate job, thanks !!!!

    @iwaitucn@iwaitucn2 жыл бұрын

  • Is there a way to optimize tracker class? In my case, I will use it on a robot which will operate on the roads. Camera will vibrate so I want it to keep vehicles' ids even though the camera vibrates.

    @fettahyldz460@fettahyldz4602 жыл бұрын

  • A very nice tutorial, Thanks. I would like to save images for every single car (instead of every frame) inside the rectangle from the video. How to do that please?

    @farihaafrin1803@farihaafrin18033 жыл бұрын

    • I would assume you have to set a way to save the video from once it detects a specific car or motorcycle and end said video clip recording once that object is gone.

      @DennisJDuran@DennisJDuran2 жыл бұрын

  • waitng for the 2nd part of the video

    @badiuzzamontashmatov5362@badiuzzamontashmatov53623 жыл бұрын

  • thanks man sir

    @Raj-sz9pg@Raj-sz9pg3 жыл бұрын

  • Thanks bro

    @Edxylom@Edxylom2 жыл бұрын

  • much appreciated.

    @lusher00@lusher002 жыл бұрын

  • very interesting!! Just a question..Does the counter skip vehicles?? Greetings from Greece and keep safe!

    @dimitheodoro@dimitheodoro3 жыл бұрын

    • It doesn't skip them, but the problem is the detection not being so precise so too many IDs are added that are not veichles. Even if the ID counting is wrong, still it would be possible to make a precise counting by drawing a line and considering only the id crossing that line. In this way we would avoid false/positives

      @pysource-com@pysource-com3 жыл бұрын

  • Very interesting video. Is there some way to get the time that a vehicle pass through two lines in the highway and register this times in a excel sheet?

    @matheusmirandapereira5633@matheusmirandapereira56335 ай бұрын

  • Good video :). My brother which raspberry pi version can work efficiently (No lag i mean) in real time object tracking or detection? @Pysource I will buy a raspberry pi soon.

    @moonx2516@moonx25163 жыл бұрын

    • All raspberry pi versions are too weak for Object Detection in real time, especially if you use deep learning. I recommend to get a Nvidia Jetson Nano. it's cheap and fits better for this purpose

      @pysource-com@pysource-com3 жыл бұрын

  • thank you so much

    @kieutrinhvo8447@kieutrinhvo84472 жыл бұрын

  • can i use vlc window panel as a motion capture ?. cuz i want be able to change the video source :)

    @arendelle_ok@arendelle_ok2 жыл бұрын

  • Thank u, Dear. Bro

    @qwerty_____146@qwerty_____1462 жыл бұрын

  • thank you...

    @ergun5276@ergun52763 жыл бұрын

  • You should track by volume or height

    @falconvisionuav@falconvisionuav2 ай бұрын

  • It's great!

    @GYETTORE@GYETTORE3 жыл бұрын

  • its great ... free source codes. keep posting free codes.

    @truepath100@truepath1002 жыл бұрын

  • really cool tutorial, thank you! One question tho; in the video example the detection number 12 gets updated to 13, although its the same object - how do you deal with these cases? is there a good way to clean up these detections so you don't tag the same object multiple times and increment its number when its not necessary? thanks!

    @ddarhe@ddarhe2 жыл бұрын

    • this should be considered only as an exercise to learn more about tracking and computer vision. For a more robust tracking, it's necessary to integrate deep learning object detection and tracking algorithms.

      @pysource-com@pysource-com2 жыл бұрын

    • @@pysource-com gotcha :D thanks for the reply :)

      @ddarhe@ddarhe2 жыл бұрын

  • Thank you

    @KeffelewAssefa@KeffelewAssefa2 жыл бұрын

  • Thats awesome

    @jessel9389@jessel93892 жыл бұрын

  • May I ask how to export the location of the object (x,y,w,h) into a CSV file?

    @cvic7143@cvic71432 жыл бұрын

  • What if I wanna do this live. Like from a streaming camera ? Or from live video playback

    @DennisJDuran@DennisJDuran2 жыл бұрын

  • hi. great tutorial. Can we apply this technique to our cctvs? Thanks.

    @soumenghosh-qj7zl@soumenghosh-qj7zl2 жыл бұрын

    • Nope, this is a very simple object tracking to be considered only good as an exercise. To make things reliable and precise on CCTV it's necessary to use object detection with deep learning and some algorithms for a reliable tracking when there is occlusion

      @pysource-com@pysource-com2 жыл бұрын

  • thank you very much, great Tutorial! My Problem is that the Object has many Shadows, reflected from the Street and from the Window from the Car. do you have there a solution for?

    @AlexTheKid85@AlexTheKid853 жыл бұрын

    • Yes,. Consider this is just one of the many approches possible. The most reliable one will be integrating deep learning with Opencv and object tracking, and you can have an accuracy close to 100%

      @pysource-com@pysource-com3 жыл бұрын

    • @@pysource-com so this example is not based on deep learning, right?

      @pppaulpeter@pppaulpeter2 жыл бұрын
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