Count people with a high accuracy | CCTV camera, Opencv and Deep Learning

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Pysource

Pysource

День тому

Blog: pysource.com/2021/12/07/how-t...
We will see how to identify and count people from CCTV cameras with the highest accuracy possible. I will explain the main problems you might find in making this project and what the best strategy is.
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#CCTV #opencv #deeplearning

КОМЕНТАРІ: 54
@pysource-com
@pysource-com 2 роки тому
►► You can Build a Computer Vision software to DETECT and TRACK any Object. → 4-Step FREE Workshop pysource.com/blueprint-workshop-signup/
@mertakyrt3709
@mertakyrt3709 2 роки тому
probably the best chanel for who wants to learn more about computer vision.
@federicoarg00
@federicoarg00 2 роки тому
Amazing video, and super clear! Thank you!
@jonathanliow1909
@jonathanliow1909 2 роки тому
Thank you so much~ I appreciate your free courses, and it helped a lot...
@aymanalfarsi3124
@aymanalfarsi3124 2 роки тому
Can you share the algorithm and how you deploy the system. That would be helpful for me since I`m currently working out on this kind of system for my Research with Raspberry Pi. Thanks!
@manirajan__
@manirajan__ 2 роки тому
Hi Sergio, great video. my understanding from the blog, you have used YOLO for training. any specific version
@user-zf8iv6so1i
@user-zf8iv6so1i 2 роки тому
Hello Sergio, This is a very useful video. How do you think about FairMOT compare with deep sort, Thank you!
@sermadreda399
@sermadreda399 2 роки тому
Great video thank you for sharing
@bolzanoitaly8360
@bolzanoitaly8360 2 роки тому
Respected Sergio, Can you make a video how to train the CNN with your own dataset? I have done already but in Matlab and not in Python. Thanks. Regards
@mr.professor8254
@mr.professor8254 2 роки тому
View is awesome. Brother can i use this camera for barber shop for counting persons
@taka4059
@taka4059 2 роки тому
Hello. Can you record a video about how to install OpenCV with CUDA support? My CPU is running your yoloV4 model at 10 seconds per frame since my GPU is not being used.
@nilmarpublio
@nilmarpublio 2 роки тому
Would it be possible to provide the source code? would be very useful
@saitamapunch604
@saitamapunch604 2 роки тому
hi how to do railway obstacle detection with opencv and pyhton
@emna143
@emna143 Рік тому
Could you please share github link for human count project (code, dataset, others)
@carlosbrito9778
@carlosbrito9778 2 роки тому
congratulations teacher, could you share the code?
@ananthapadmanabhan107
@ananthapadmanabhan107 Рік тому
Can u provide the video used in the program?
@Ahmedmohamed-zr3ik
@Ahmedmohamed-zr3ik Рік тому
How do I get the Realtime video to work on it ?
@lukasb7013
@lukasb7013 2 роки тому
Hi, nice video. Do you know how multi-camera object tracking works? Different viewing angles, but labeling the same persons with one label? I am trying to accomplish this but have no idea how to start.
@pysource-com
@pysource-com 2 роки тому
you should stich them with panoramic view and make it look like one single frame. But I don't recommend doing that anyway, it won't be reliable.
@lukasb7013
@lukasb7013 2 роки тому
@@pysource-com I have already tried that. Stitching doesnt work because the environment is too similar. What i am trying at the moment is, to find duplicate persons in 2 overlapping images (cameras only translated in a line). I think about trying IoU and comparing the Bounding-Boxes of detected images (feature vector of classification) or histograms (not very reliable i think). What do you think about this?
@Frlinkin1
@Frlinkin1 2 роки тому
@@lukasb7013 Hi, have you tried person ReID? im currently trying to use it to give the same id to a person that could eventually come back to the frame but in theory should work with multiple frames too
@lukasb7013
@lukasb7013 2 роки тому
@@Frlinkin1 I am currently trying it. Found out about it some weeks ago. Do you have any suggestions what to use? Currently trying to train a model on the Market-1501 Dataset. But i cant test it on my own data. I just need to get the extracted features for the comparison
@syedabdulsalam4659
@syedabdulsalam4659 Рік тому
​@@lukasb7013 @Fabiola Ruiz Have you people sorted out multi-camera? Any success with ReID?
@milesgiehtbrock8510
@milesgiehtbrock8510 2 роки тому
Adding yolo to arduino projects next please
@MrPerfectR3
@MrPerfectR3 2 роки тому
Hi, why you use windows not Linux?
@abdifatahabdilahi6293
@abdifatahabdilahi6293 2 роки тому
Hi sir, where can I contact you?
@ananthapadmanabhan107
@ananthapadmanabhan107 Рік тому
Can u provide the video cctv
@keepsecret7624
@keepsecret7624 2 роки тому
This need a written PDF!.
@nfaazmi3508
@nfaazmi3508 2 роки тому
hye that can count people using yolo?
@Ronariel
@Ronariel 2 роки тому
Hi, how can count boxes going thru a conveyor belt? And how can I get in touch with you for a company project that I need? Ty
@pysource-com
@pysource-com 2 роки тому
The concept is similar to this video, but it's simpler then counting people: - boxes detection + tracking for commercial requests you cant contact me here pysource.com/contact/
@SanthoshKumar-bb5bz
@SanthoshKumar-bb5bz Місяць тому
Is there a github link for the code in this vid ?
@jeevankumars9729
@jeevankumars9729 2 роки тому
Hi Sergio,How is The RTSP Live stream In CV? I am working on basic project like that , The battery vehicles Tracking In that top of the vehicles they past QR code and The arrow mark image I could Find the Vehicle no using Qr code and Find the Direction That the arrow mark Is show lift means it will going out and Right means it will Coming IN in that project My RTSP link in not run 24/7, but It will run 20-30 minutes how could RTSP link and How to Find the arrow mark direction In Video could you give in any video , Please
@sandeepsati
@sandeepsati 9 місяців тому
Do you work with footfall counting machine??
@johnmkumbo3759
@johnmkumbo3759 Рік тому
sorry how can i use google open images to get giraffe images???
@berkaygodeoglu3595
@berkaygodeoglu3595 2 роки тому
what if a headless person gets into the frame???
@berkaygodeoglu3595
@berkaygodeoglu3595 2 роки тому
btw very useful tutorial, thank you for sharing.
@kokorospirit5006
@kokorospirit5006 2 роки тому
People: n / Disguised People: 1
@harikrishnasamy1551
@harikrishnasamy1551 2 роки тому
Superb.....i need more after this counting, you used one line right to separate ROI .....i am building gender classification model in particular ROI i need to count particular person with gender...say for example if he is there in 5frames we have to compare these five frames to finalize his gender if in four frames he May identified as male and in one frame he May identified as female then after 5th frame we have to State that he is male.....so how to do it help me with it
@ahmedtrigui9283
@ahmedtrigui9283 2 роки тому
did you find a solution ?
@deviprasadhota2617
@deviprasadhota2617 2 роки тому
Can we modify the code like if person left the roi, it should be minus from the total count?
@pysource-com
@pysource-com 2 роки тому
Yes, it's possible to do that as well. It's possible understand the direction for example and add + or - to the count if person is going to opposite direction
@hoanglamsub2417
@hoanglamsub2417 2 роки тому
can you give me the key word to install deep_sort and object_detection in pip module
@pysource-com
@pysource-com 2 роки тому
Deep sort can't be installed with pip. It's an open source library that you can find here on github github.com/nwojke/deep_sort and to be used needs to be integrated with Object Detection.
@roccopizzulo4433
@roccopizzulo4433 Рік тому
when I try to rum my code I get this output: ImportError: cannot import name 'ObjectDetection' from 'object_detection' Can someone help me?
@pysource-com
@pysource-com Рік тому
HI, the object Detection library is a custom implementation only available on the course Object Detection (with Opencv and Deep Learning) pysource.com/object-detection-opencv-deep-learning-video-course/ no source code is provided with this video, but it's only a demonstration.
@suzakizahran2889
@suzakizahran2889 2 роки тому
wait, doesnt that gonna make your model overfitting or something?? i just wondering btw hehehehee
@bolzanoitaly8360
@bolzanoitaly8360 2 роки тому
You did not provide the source code, here, why?
@pysource-com
@pysource-com 2 роки тому
Source codes for more advanced projects about object detection and Tracking are only on my videocourses on pysource.com On UKposts I release simple codes for educational purpose only, while commercial projects and a more structured learning is provided on the courses.
@akshepmasle5813
@akshepmasle5813 2 роки тому
sir can you provide code..?
@pysource-com
@pysource-com 2 роки тому
I'm sorry that's not possible. I do provide here on youtube and on my blog only basic codes for educational purpose. More advanced codes are only provided inside the courses I offer, or as a part of commercial projects for companies
@JAHNAVITBBTCS
@JAHNAVITBBTCS 2 роки тому
Can you provide the code for this sir?
@pysource-com
@pysource-com 2 роки тому
I only share on youtube simple codes for educational purposes but more advanced codes for detecting and tracking are only inside the Object Detection with Opencv and Deep Learning course that you can find on pysource.com
@mr.professor8254
@mr.professor8254 2 роки тому
Plz reply........
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