Object Detection OpenCV Python | Easy and Fast (2020)
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- Опубликовано: 29 авг 2020
- In this tutorial, we are going to learn how to detect objects using OpenCV and python. The Object Detection OpenCV method we will use is a sweet balance between speed and accuracy. Unlike many other object detection methods, we will be able to run this in real-time with a good amount of accuracy.
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This was great, so easy and quick. I watched so many other tutorials and there are always a million dependencies and errors, this was awesome, thanks!
how to download COCO dataset?
Peter, could you possibly help me with fixing my error?
i am having issues in getting the resource files such as ssd mobile net v3 and frozen inference....can u plz help me
@@parthverma7089 If you still care go to the link in the description under download code, and then enroll for the course and then go to the lesson that says "Code Files" and then download the files at the top, it might not notify you that you downloaded the files but they will go onto your system
Wonderful tutorial. Thank you so much for sharing your knowledge for free, you make the world a better place.
You are so welcome!
This was super helpful! Your live coding is very impressive. Thanks!
Good Job Murtaza. Hello from Turkiye to Pakistan
This is just gold. Thank you so much Murtaza I'm a broke student but eager to dive into Computer Vision and thanks to your altruism in making this content I am can to learn something that otherwise I would not be able to. Thank you
i am having issues in getting the resource files such as ssd mobile net v3 and frozen inference....can u plz help me
8:48 "Sometime time it good to be lazy" quote of the day😁
Awesome Sir ...... This the one of the best video i seen in youtube......you code are esay to understand.....thank so much sir... That One is really esay to use .....
need weekly thrice videos like these please I am sharing this with all my friends
Thanks so much for making this, I learn't a lot from you.
Thanks for the video! Love it! Can you do a tutorial on adding custom classes to the coco dataset for Object Detection with OpenCV Python? :)
Incredible... Thanks for the effort and time
I will definitely put this to use in my own project sometime! Thank you for making this tutorial.
Can i get your project name?
great tutorial from a great teacher
Interesting cant wait!
thank you soo muchh!Very informative and detailed video
Great Tutorial Murtaza .from Iran to Pakistan
Dr. Murtaza, I need to know how to close up the 'complete' course in your website. At times, I play the video straight from youtube. when I log in in my account it is showing not complete. My question is, do I have to log in to continue the lesson? there is no option to 'continue' later...
How to connect the camera to the laptop? In order for it to access the program. And does this needs a microcontroller?
Thank you very Much. This has been very very helpful!
Merciiiiii pour votre effort
Excellent explanation. You made me to fell in love with openCV.
what means box[2] and box[3] ?
which function I need to add if I want to count how many times I lost my object from screen
Thanks!
Can I do this using a hikvision IP camera rather than webcam? If so then can you do a quick tutorial on this? Thanks for your hard work. It is much appreciated
Great video!! everything worked perfectly
can u pls explain how to do it
You sir, are a god amongst men.
You are a hero!
Excellet tutorial! Can you please explain why we have set the input parameters(Size, Scale, Mean, SwapRB) to the net object?
i am having issues in getting the resource files such as ssd mobile net v3 and frozen inference....can u plz help me
I gotta say, this video was just what I was searching for, great work man!!!
I have error in classIds,confs,bbox=net.detect(img,confThresholf=thres)
Assertion failed, !ssize.empty() in function
What should I do?
Can you please give straight link to the dataset and the files you add to project at the start of video
That great. very nice. I have one question how we can compute its confusion matrix, precision, recall with intersection over union IoU in Python?
I love it this video. GREAT JOB :)
Murtaza's you are an expert in this field I need your help How can I custom and training my own SSD MOBILENET ? I want to recognize my own object but with a CNN like this video i don't want to use the Haar Cascade method. Plese I'm working in my last project and for me is more cool using SSD MOBILENET with a predictions instead using HaarCascade. Please could you made a video training your own SSD MOBILE NET please, please, please
Is coco dataset tuple and can i modify it as i need to person to be detected like person one and person two so is that possible ?
Thanks a lot for this great tutorial. I have watched couple of the videos here in RUclips, but no one make it straight forward like you. In line 22 why you didn't flatten the bbox when you use it with the zip function?
thank u sm!
you are BEST . tanx for sharing .
Thanks Really Helpful
I love 🌹 your videos
Assalamualykm bro yr videos help me alot ♥
simply awesome
Hello, sir a nice tutorial. but can ask if object detection can light LED after the detection is done? I'm trying to apply it in RPI and in real-time
awesome thanks for the tutorial
How can i get the width or height of the rectangle in pixel? I want to use it to measure distance along with detetecting the object
is it possible to include more objects to be detected? like some custom trained objects
Where can we found the fronzen_interference_graph? Thank you
Sir , what if we wanna detect only a spesific object such as pedestrian or car
what kind of methot should we use ?
Does this work anymore? I'm getting an error for the following.
net = cv2.dnn.DetectionModel(weightsPath, configPath)
AttributeError: module 'cv2.dnn' has no attribute 'DetectionModel'
Hi, is it possible to use opencv to do custom object detection? Thank you.
Good work keep it up bro.
I went on your website to see the weight files and couldn't find them. Where are they?
yes...I also couldn't find it
www.computervision.zone/topic/basic-code/
Those are paid 😥
@@am_editz9145 So this whole tutorial is a waste of time then lol wtf
I love your videos, maybe do you have a video of cross line detection?
Hi can i know, how to make object identification for trash bin, example, my camera detects platics,the shutter for plastics compartment will open. And vice versa
Thank you so much sir!!!!!!!
Excellent tutorial.! Can you please make a tutorial on how to train Object Detection models using our own dataset?
towardsdatascience.com/creating-your-own-object-detector-ad69dda69c85 u can check here!!
Chekc the ai guy gethub he is explaining everything good but not perfect,
I need a video as you said to
@@shaik.gulshanmohiddin5966 hey shaik, im having some issues with the installation, could you help me solve it?
cannot import name 'model_lib_v2' from 'object_detection"
is there any way to train new image, or for example i want to classify different types of cakes, please reply sir I really want this for my project
Thanks you very much for this video. I hope you will guide custom Data Mobile net ssd
i have an issue , i want to run this code helmet detection . i have tried it , my image is of a person riding a bike with helmet but it is dtetction the person only written as person in the bbox . please help
Thanks a lot bro.
How to get the initial files you put in to project? Coco names and SSD files.
love your work from bangladesh
Thanks a lot for the tutorial, as usual well explained and straight to the point. Can you please point me to where I can download all the files you have imported at the start of the lesson. I can't find them. Thanks
Did u get them??
@@mohammedkamran8559 yes i need them'
what is the difference between your method and tensorflow?
I wanna detect some electronic materials like mosfet or transistor or resistor.What should I do for this?Thank you.
Nice, thanks :)
Is it possible to extract the deteted box with an object as a separate image? I need it for my project and hoped it could work this way but I am lost....
It's work! thanks a lot!!!
I'm getting error in net = cv2.dnn_DetectionModel....... what should i do?
where i can find these coco.names and other files on internet ?? there is no mobilenet ssd file in opencv doc.
Follow the link in the description and enroll in the course at the top of the page to get access.
Can I use my custom objects for detection like Nuts and Bolts? And can I use that model in R-Pi 4GB?
Thanks for your great work! Your videos never disappoint...
Request Tutorial:
- Detect rotation angle from template.
I am getting this error:
net = cv2.dnn_DetectionModel(weightsPath,configPath)
AttributeError: module 'cv2.cv2' has no attribute 'dnn_DetectionModel'
Do you know or anyone know how to solve this problem? thank you.
very helpful. Thank you so much
Excellent tutorial. I'm currently working on a project that requires an ai to be able to recognize 4 different objects and then determine their orientation orientation this helped a lot with recognition.
Glad it was helpful!
@@murtazasworkshop It indeed was. The big challenge is now how to determine how the object is oriented relative to the camera. Found a lot of papers online but no real explanation on how to do it.
@@murtazasworkshop Where can i download the coco dataset from? And the .pb file? please
I am also working on a project, will this program work on Arduino?please reply
I have error in classIds,confs,bbox=net.detect(img,confThresholf=thres)
Assertion failed, !ssize.empty() in function
What should I do?
jazakallahu khoyron bro
this script not using tensorflow ,is it?
It worked thanks alot
What is the easiest why to train a custom model that will work with this script.
Can you do a video on how to train new objects from a collection of images? Your content is great!
i am having issues in getting the resource files such as ssd mobile net v3 and frozen inference....can u plz help me
permission to learn sir.thanks you
Hi I'm a computer engineering student from the Philippines, I am thankful for your videos this video helps me a lot and I am also currently enrolled at your website and I'm very thankful for this :)))))
I have error in classIds,confs,bbox=net.detect(img,confThresholf=thres)
Assertion failed, !ssize.empty() in function
What should I do?
Check the VideoCapture if it is "1" make it "0"
hi its good tutorual but can you tell me how I add anthor coco names like names that were not in coco name if I add that can be destroy the code?
This is awesome, I have no experience coding and I made it work!!!! Seems as though it struggles with identifying some things. Is there a way that I can help train it to identify some things?
How can I Apply this object detection model on a reception robot and detect the floor to be able to walk and avoid objects ?? Any idea :) Thanks
Thanks for lecture, Did you run Pycharm to using code?
Thank u verry much i love you❤️❤️
hey i can not access the code from the link in your description. Can you please fix it.
i dont understand why videos like this still get people who dislike it......
where are you getting the coco.names file from? I cant locate your files directly from the link you have provided in the video desciption.
Follow the link in the description and enroll in the course at the top of the page to get access.
Since your videos are always easy to follow and efficient, we are eagerly waiting sir. Thsnk you for working hard to bring excellent tutorials. Can you pls cover a subject how to control relay or any device from pyCharm running on windows? (Bcs of GPIO, I will be able to do in Raspberry)
Hi . There is a similar tutorial i have done that communicates with arduino using serial communication and controls a servo . You can check that. ruclips.net/video/TymXJVk-I6Q/видео.html
@@murtazasworkshop Thank you very much sir.
i am having issues in getting the resource files such as ssd mobile net v3 and frozen inference....can u plz help me
@@parthverma7089 did you get the solution? i too am having problems
classIds, confs, bbox = net.detect(img, confThreshold=thres) i am getting error over here
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^@@murtazasworkshop
Great! Congrats 🙌
Is there some place where I can get another model to detect? I need detect pimples, acnes, and skin marks in faces.
Thank you 😊🙏
thank you the video. I wonder where we train the model?
SystemError: returned a result with an exception set
Sir can you help me out with this? I've searched for this error in several places but can't seem to be of help...
I'm using VS Code as a platform...
Thank You
where can I find the .pb and the .pbtxt files you used?
As always You're Crack !! @Murtaza's .....
where is the link to download the mobilenet ssd can you help
For real man you inspired many of my main projects on AI. Thank you
I am about to implement Distance Measurement between the named objects, can I able to successfully implement ?
I'm having trouble finding the ssd file, can anyone help me, please.
What cam are you using?, Are you using a ESP32?
dir, please tell us ,the method used is machine learning or transfer learning?? please reply fast.