Multiple Object Tracking using OpenCV in Python - Part 1

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In this series, we will teach you how to target multiple objects and track them using OpenCV in Python as a programming language.
We will start it off by discussing the following in this video:
🕕 (0:02:10) Single Object Tracking in Python
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Опубликовано:

2 авг 2024

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Комментарии : 45

@AISciencesLearn 4 года назад

Thank you for watching this video. Leave us comments on the tutorials that you wish to have soon on our channel. We will try to provide them very soon to help you learn more about Data Science.

@ashwinkumar0303 3 года назад

Very Good Videos on object tracking ...it would be better if you have evaluated the performance of these trackers in terms of speed and accuracy etc. on some sample ground truth videos. A separate tutorial video on performance evaluation of trackers will be highly appreciated. Thanks

@saimmurtaza7915 4 года назад

Wow 🤩 amazing 😉

@shaileshvarade 2 года назад

Hey Thanks for the video. I used the code for tracking a bubbe of air drop in liquid and it worked fine with MIL tracker. I wanted to know how to obtain the velocity of the object in the video?

@fabiolachazarreta8868 3 года назад

Thanks a lot! Great explanation

@AISciencesLearn 3 года назад

Happy to help! Hope you learned a lot from the lesson.

@saimmurtaza7915 4 года назад

I think i lost some of my lectures 😔sorry sir 😀😀🥳🥳 I’ll watch them laters

@redabekka5940 3 года назад

please where do i get the video ?

@latestfacts5057 3 года назад

I have got the following error. module 'cv2.cv2' has no attribute 'TrackerKCF_create' I have installed lattest version of opencv-python-4.4.0.44

@YoungDylan-qk2rk Год назад

i have this type of error too anyone with any suggestion please

@devanshurawat826 8 месяцев назад

@@YoungDylan-qk2rk I do not have the solution but try using MIL, it worked for me. However cv2 will not regognize CSRT, KCF or others.

@YoungDylan-qk2rk 8 месяцев назад

Thanks very much csrt later worked for me@@devanshurawat826

@user-dc2vt9dh6k 2 месяца назад

@@devanshurawat826 'boosting':cv2.legacy.TrackerBoosting_create is avaiable,i hope it can help you

@bhuvanesharulraj6264 3 года назад

Hi I'm getting this error module 'cv2.cv2' has no attribute 'TrackerMIL' can u help me out Thank you

@AISciencesLearn 3 года назад

There might be some issue with python/cv2 version that you are using, please upgrade them up to latest version and then it should work. Happy Coding! 😊

@learnwithfacts3674 Год назад

This is what i am looking for.........

@anamericanprofessor 2 года назад

after I draw my bounding box for my image on my .mp4 video final my Jupiter kernel dies. What do you think the issue is?

@AISciencesLearn 2 года назад

Perhaps, Your video file is too heavy for your kernel to execute, Try with a shorter video.

@anamericanprofessor 2 года назад

@@AISciencesLearn Thanks for your suggestion, I was just using a more recent version of the package. Issue has been resolved. Great tutorial series!

@shivamdubey4783 2 года назад

sir plzz help show error builtin function has no attribute init

@AISciencesLearn 2 года назад

Can you please send us the screenshot of your code and complete error message, so that we can help you accordingly?

@freecode.ai- 2 года назад

Possible to run this on gpu?

@AISciencesLearn 2 года назад

Yes, Ofcourse

@freecode.ai- 2 года назад

@@AISciencesLearn awesome thanks! Do you have the command that involkes the gpu?

@user-nf5ld3fo2f 2 года назад

I'm getting this error line 4, in TrDict = {'csrt': cv2.TrackerCSRT_create, AttributeError: module 'cv2' has no attribute 'TrackerCSRT_create'

@AISciencesLearn 2 года назад

Please share your code at following address so that we can have a look into it: Contact@aisciences.io

@user-iv4gy6rv8z 9 месяцев назад

same error is coming for me also

@user-iv4gy6rv8z 9 месяцев назад

can u tell me why???@@AISciencesLearn

@devanshurawat826 8 месяцев назад

@@AISciencesLearn Its working for MIL only. But CSRT, KCF and others are not recognized by cv2.

@devanshurawat826 8 месяцев назад

Thanks for this informative tutorial but Tracker is not working with any of the dictionary key values other than MIL. cv2 is not recognizing these trackers other than MIL.

@AISciencesLearn 8 месяцев назад

Thank you for your question. we will look into this matter. But tracker is working properly.

@janhavimasodkar3369 3 года назад

Which versions of Python and Opencv shall i install for this?? Plz reply🥺🥺

@AISciencesLearn 3 года назад

Hi Masodkar! Thanks for watching the tutorial. You can download and use the latest stable version for Python and OpenCV. And if you want to have a detailed look on computer vision then check out the following comprehensive course that we explicitly made for beginners: ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-67uVfZmUQP8.html

@Kishi1969 2 года назад

Errors

@Premiercoaching 3 года назад

I'm using Google Colab and I get this message. DisabledFunctionError Traceback (most recent call last) in () 1 k = 4 2 for i in range(k): ----> 3 cv2.imshow('Frame',frame) 4 bbi = cv2.selectROI('Frame',frame) 5 tracker_i = TrDict['csrt']() /usr/local/lib/python3.6/dist-packages/google/colab/_import_hooks/_cv2.py in wrapped(*args, **kwargs) 50 def wrapped(*args, **kwargs): 51 if not os.environ.get(env_var, False): ---> 52 raise DisabledFunctionError(message, name or func.__name__) 53 return func(*args, **kwargs) 54 DisabledFunctionError: cv2.imshow() is disabled in Colab, because it causes Jupyter sessions to crash; see github.com/jupyter/notebook/issues/3935. As a substitution, consider using from google.colab.patches import cv2_imshow

@pablo_1396 3 года назад

fourth

@scottlee38 2 года назад

Attention. You cannot do this with opencv 4!! Unfortunately this tutorial is outdated!

@freecode.ai- 2 года назад

You can, just use the csrt method only and remove the rest from the dictionary or don't use a dictionary at all. Just use the command he commented out.

@scottlee38 2 года назад

@Jessie Sasser I actually decided to dive into color tracking instead. All of these other methods lose target too easy

@user-iv4gy6rv8z 9 месяцев назад

u r right