Object Tracking with Opencv and Python

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Pysource

Pysource

Күн бұрын

Пікірлер: 319
@pysource-com
@pysource-com 2 жыл бұрын
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@Nonsanity
@Nonsanity 2 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.
@doraemondd6876
@doraemondd6876 Жыл бұрын
Can Using visual video code to run?
@tomasdaels
@tomasdaels 3 жыл бұрын
Today I installed opencv, it was a long day of tutorials but this one was super super clear! Thanks a lot!
@jawadmansoor6064
@jawadmansoor6064 3 жыл бұрын
super charge
@dendredi
@dendredi 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.
@rog0079
@rog0079 3 жыл бұрын
Object Tracking starts at 20:25
@HarshaSravani--c
@HarshaSravani--c 3 жыл бұрын
Hello !! From where can I get tracker.py
@bolzanoitaly8360
@bolzanoitaly8360 2 жыл бұрын
Thanks, to you Sergio Canu, you have resolved much of our issues. thanks to you from the core of our hearts.
@abc-co7fy
@abc-co7fy 3 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.
@Suman-zm7wx
@Suman-zm7wx 3 жыл бұрын
The way this person is delivering these complicated stuffs regarding Open CV and OT, hats off man for your contribution towards the KZbin 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 😊
@federicojoelvergelli5698
@federicojoelvergelli5698 5 ай бұрын
Hello, for those following the tutorial, a good enough roi can be ```python roi = frame[int(height/3):, int(width/2)-200:int(width/2)+200] ``` Good tutorial btw.
@dennisasamoah2213
@dennisasamoah2213 3 жыл бұрын
this was really awesome and thank you for the code
@chun5310
@chun5310 3 жыл 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!
@hetalivekariya7415
@hetalivekariya7415 3 жыл бұрын
Thank you for explaining each and every line of code clearly. Great help. Keep uploading videos like this
@manakavoo
@manakavoo Жыл бұрын
i'm newbie to opencv , u explanations are far better than my lectures....thansks a lot sir.....
@juliendu46
@juliendu46 3 жыл бұрын
BEST youtube channel!
@dogarayunanagani6986
@dogarayunanagani6986 3 жыл бұрын
Wow this was quite useful and well explained. Thank you and God bless your work!!!
@MayurKatre-k1j
@MayurKatre-k1j 11 ай бұрын
From where I can get tracker.py file
@julianboulevard
@julianboulevard 8 ай бұрын
Best tutorial ever!!!! Thanks a lot for your time and clear explanation, cheers!!!
@SenthilKumar-yf8pp
@SenthilKumar-yf8pp 6 ай бұрын
This was my first AI program in python. Thanks a lot for teaching this. 🙏🙏🙏
@locomotech6302
@locomotech6302 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???
@九宫木柠
@九宫木柠 3 жыл бұрын
It’s great, it makes me think python is awesome, and I start to like it.Thankyou!
@dhamotharan1734
@dhamotharan1734 Жыл бұрын
Thanks man! This helps me to complete my assignment on object tracking using OpenCV
@alexlamson
@alexlamson 2 жыл бұрын
Tracking part starts @ 20:30
@andresimoes879
@andresimoes879 Жыл бұрын
Anyone having trouble with receiving the email with the necessary files on Pysource website?
@matheusmirandapereira5633
@matheusmirandapereira5633 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?
@ahmadrahmani7054
@ahmadrahmani7054 Жыл бұрын
Where is the tracker file It's not in the link below
@hamizanahmad5879
@hamizanahmad5879 3 жыл бұрын
Awesome video, where can i get traffic footage like that
@RodrigoPacheco-Ruiz
@RodrigoPacheco-Ruiz 2 жыл бұрын
Bravo Sergio! Maestro!
@shuhaozhang7332
@shuhaozhang7332 3 жыл бұрын
Are x and y coordinates mean the center point of the rectangle, or are they the corner of the rectangle?
@snake6458
@snake6458 3 жыл бұрын
我來自台灣,謝謝你的教導,感謝!!
@ArimAhiru
@ArimAhiru Жыл 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!
@robotsj2775
@robotsj2775 2 жыл бұрын
Sir where is tracker.py Is that pip install django-request-tracker If it is so then i am getting error saying Error in module and not in pip Please guide me
@arielfuentes7439
@arielfuentes7439 2 жыл бұрын
It is a custom made function
@waqarfarooq6036
@waqarfarooq6036 Жыл бұрын
I want to know the exact date and time, when a vehicle entered the frame of video? How do I do it? Supposing we are feeding live video from a camera?
@praketasaxena
@praketasaxena 3 жыл бұрын
perfect and much needed for me to understand OPENCV
@タピオカ-d4t
@タピオカ-d4t 2 жыл бұрын
We used it for our study. Thank you.
@falconvisionuav
@falconvisionuav 10 ай 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?
@cyrillaurencerameaualbon1637
@cyrillaurencerameaualbon1637 3 жыл бұрын
Thanks, Are you able to count the demonstrators of a march ?
@edwingpenaaviles4511
@edwingpenaaviles4511 3 жыл бұрын
Can I change some line of code to only detect a specific moving object with a specific color; not all moving objects only the moving object with that specific color?
@braiandeivid
@braiandeivid 2 жыл бұрын
Yes, you can do everything
@gsunil3697
@gsunil3697 2 жыл бұрын
Is it possible to classify vehicles based on their size
@braiandeivid
@braiandeivid 2 жыл бұрын
@@gsunil3697 Yeah, you can use the area of the rectangle as a paramter in any way, but it tends to be inneficient cuz you dont know what type of vehicles you can get in the image and the cam angle distorts the size
@gsunil3697
@gsunil3697 2 жыл бұрын
@@braiandeivid bro i have a code for vehicles detection but I want to classify them based on their size.but i am getting lot of errors .can you help me plz.....
@Nuiversemovement
@Nuiversemovement 11 ай бұрын
Hi i need your help have these punk neighbors who have twicked an algorithm object tracking following me around remotely using my voice and facial recognition. How do i stop them from following me...this is crazy i need helpnim a woman alone and they're abusing us. God bless and thank you
@levienkon
@levienkon Жыл бұрын
Thanks I finally got a good starter tutorial
@alirezairani2876
@alirezairani2876 Жыл бұрын
thanks for great video, does it work for moving camera and stable object too?
@vanthoduong3062
@vanthoduong3062 2 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
@byurcik
@byurcik Жыл бұрын
is there some code or resource to leave a 'tail' that traces the path of the rider?
@vishalkashyap376
@vishalkashyap376 2 жыл бұрын
Hello can you help me to find camera coordinate and contour position on a image or realtime video
@thecontrolenggeek786
@thecontrolenggeek786 2 жыл бұрын
I really enjoy watching your videos and they are quite helpful at same time. thanks for sharing this with us
@lorenzowinger5831
@lorenzowinger5831 2 жыл бұрын
Thank you for the tutoral, very good. i only want to ask one question. How can i restart to zero the id counter?
@farihaafrin1803
@farihaafrin1803 3 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?
@DennisJDuran
@DennisJDuran 3 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.
@fettahyldz460
@fettahyldz460 3 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.
@k-series4036
@k-series4036 3 жыл бұрын
How do you connect your program with a camera
@melis4820
@melis4820 7 ай бұрын
is this a different method that we approach object tracking by using different functions in opencv, do you find it yourself?
@taoliblack
@taoliblack 3 жыл бұрын
Is it possible to use an external camera as a video source?
@jadavpur4
@jadavpur4 3 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
@fussballsuchti5661
@fussballsuchti5661 2 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
@parbhanshurawat8267
@parbhanshurawat8267 3 жыл бұрын
Can you please tell how to add line that u speak off in last
@foreverclassicalmusic
@foreverclassicalmusic Жыл бұрын
Hello, is it possible to create software that identifies the speed of an object in a video? Please
@daylinewsru
@daylinewsru 2 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?
@msreeabeyvignesh8254
@msreeabeyvignesh8254 3 жыл бұрын
sir how to get x,y with respect to time foe a single object that should be given as input
@thinkingahead2233
@thinkingahead2233 2 жыл бұрын
Thank you very much for making this video; concepts are clearly explained.
@house0795
@house0795 2 жыл бұрын
How can I get tracker module for euclideandistracker ? I cannot find it
@arendelle_ok
@arendelle_ok 2 жыл бұрын
can i use vlc window panel as a motion capture ?. cuz i want be able to change the video source :)
@flashdash4694
@flashdash4694 3 жыл бұрын
Thanks for the insight, you have taken my python-programming to another higher level!! Great fun too.
@akinagbejoye8631
@akinagbejoye8631 2 жыл бұрын
pls how can i get the velocity of the moving objects
@ahmeetehe6602
@ahmeetehe6602 Жыл бұрын
I do not receive any email, can't sign up
@DennisJDuran
@DennisJDuran 3 жыл бұрын
What if I wanna do this live. Like from a streaming camera ? Or from live video playback
@vahabmspour6336
@vahabmspour6336 2 жыл бұрын
your tutorial method is wonderful ...
@truepath100
@truepath100 2 жыл бұрын
its great ... free source codes. keep posting free codes.
@umar_muhammad_yaree
@umar_muhammad_yaree 2 жыл бұрын
Nice video How do I implement this using YOLO v5
@nourbennour1099
@nourbennour1099 2 жыл бұрын
Hi, I tried another video that has a stopped car and slow cars but this code can not track these cases...any help? from where I can start to fix this issue? thank you
@nailaydogan2241
@nailaydogan2241 3 жыл бұрын
Sir do you have any project for hand gesture recognition ? Thanks
@ferypirmansyah406
@ferypirmansyah406 Жыл бұрын
How can I detect videos that have been downloaded? every time I run it only comes out of the camera view, it doesn't immediately detect the video
@phaminhhoang4478
@phaminhhoang4478 Жыл бұрын
Can you do a lesson on calculating the size of objects such as fruits and vegetables . Thanks
@yem.t.3930
@yem.t.3930 Жыл бұрын
Subscribed! A very beautiful explanation and examples
@thanhtaiphan2651
@thanhtaiphan2651 3 жыл бұрын
Can you explain more about the working of tracker.py file. Thanks u
@HarshaSravani--c
@HarshaSravani--c 3 жыл бұрын
Where is tracker.py file
@weirdsciencetv4999
@weirdsciencetv4999 10 ай бұрын
Can you do this for mobile camera?
@pablodelbachi5286
@pablodelbachi5286 2 жыл бұрын
Can you do the same for the number of people demonstrating? Thank you
@vittal255
@vittal255 3 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
@okunolaakinwale4492
@okunolaakinwale4492 2 жыл бұрын
Please I can't find the link to download those files required for this lesson, can anyone help me?
@gsunil3697
@gsunil3697 2 жыл бұрын
Bro,Is it possible to classify vehicles based on their size.plz help me.
@akanksharaj2705
@akanksharaj2705 3 жыл бұрын
how can i track the bot using moving camera that is attached into the same bot? any idea??
@jejlion
@jejlion 2 ай бұрын
can we do this in google cloud
@chakwacheang648
@chakwacheang648 3 жыл бұрын
Very nice video! But I found that the tracker keep assigning new ID to stationary objects or objects that is not moving fast enough. Do you have any tracker recommend that solve the problem? Many thanks!
@pysource-com
@pysource-com 3 жыл бұрын
Hi, the tracker.py file uses Eucledian Distance to track and generate new ids and it's only reliable for simple tracking tasks. For an accurate and reliable tracking you should integrate more advanced algorithms. On my course Object Detection (opencv and deep learning) I dedicated and entire module to object tarcking.
@cvic7143
@cvic7143 3 жыл бұрын
May I ask how to export the location of the object (x,y,w,h) into a CSV file?
@TheGupex
@TheGupex 8 ай бұрын
Thank🎉 from Thailand.
@mesaanugerah
@mesaanugerah 2 жыл бұрын
Thanks for sharing! Keep up the good work 😄
@pysource-com
@pysource-com 2 жыл бұрын
;)
@prakdararith7031
@prakdararith7031 2 жыл бұрын
what if i want to tracking only object that i select with my mouse even if it moving it's still tracking the object i select with my mouse
@duryodhan_2003
@duryodhan_2003 3 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.
@Mrnobody-qj7zl
@Mrnobody-qj7zl 2 жыл бұрын
hi. great tutorial. Can we apply this technique to our cctvs? Thanks.
@pysource-com
@pysource-com 2 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
@ddarhe
@ddarhe 2 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!
@pysource-com
@pysource-com 2 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.
@ddarhe
@ddarhe 2 жыл бұрын
@@pysource-com gotcha :D thanks for the reply :)
@BystroCoder
@BystroCoder 3 жыл бұрын
Thank you. Super lecture. Very insteresting.
@addkik
@addkik 2 жыл бұрын
Awesome ... Great Work
@PotatoMan1491
@PotatoMan1491 3 жыл бұрын
Solid explanation to initiate into the field
@saiddontiveros2715
@saiddontiveros2715 3 жыл бұрын
Hello, it is possible to track people? if yes, how we can detect if someone is with frontal position or back position do determinate direction of the movement? this is because i need to count if leave some place or enter to the place
@pysource-com
@pysource-com 3 жыл бұрын
Yes it's possible, this is something I do on my Computer Vision course, and something I help companies with. You will need to use deep learning to detect the people + object tracking algorithms to keep track of them
@samirosmanl4802
@samirosmanl4802 3 жыл бұрын
Can you share me soruce for vehicle dataset. Example for vehicle brand, vehicle color, plate, like these?
@gsunil3697
@gsunil3697 2 жыл бұрын
Bro, extracting a particular portion using "roi" is not working.what ever ration is given same frame is showing.plz help
@moonx2516
@moonx2516 3 жыл 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.
@pysource-com
@pysource-com 3 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
@takedowntheccp.5167
@takedowntheccp.5167 2 жыл бұрын
Thank you so much men! I want to study follow your ! 👍
@mostafawahab5895
@mostafawahab5895 7 ай бұрын
how can i store the output in an excel file? thnx!
@jackhammer6647
@jackhammer6647 3 жыл бұрын
hello sir do you have a tutorial for detecting not moving object
@jackhammer6647
@jackhammer6647 3 жыл бұрын
and also Counting it
@Kishi1969
@Kishi1969 3 жыл бұрын
Sir you said we should check one of your program "Object detection with opencv and Deep learning " but i can't find the lecture.. Please can you send me the KZbin link please 🙏🙏🙏
@hreetampaul9350
@hreetampaul9350 11 ай бұрын
where to download the video?
@kampfhund-cnc
@kampfhund-cnc 3 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?
@pysource-com
@pysource-com 3 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%
@pppaulpeter
@pppaulpeter 2 жыл бұрын
@@pysource-com so this example is not based on deep learning, right?
@dimitheodoro
@dimitheodoro 3 жыл бұрын
very interesting!! Just a question..Does the counter skip vehicles?? Greetings from Greece and keep safe!
@pysource-com
@pysource-com 3 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
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