Object Detection OpenCV Python | Easy and Fast (2020)
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- Опубліковано 29 сер 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
This was super helpful! Your live coding is very impressive. Thanks!
Wonderful tutorial. Thank you so much for sharing your knowledge for free, you make the world a better place.
You are so welcome!
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
Good Job Murtaza. Hello from Turkiye to Pakistan
8:48 "Sometime time it good to be lazy" quote of the day😁
I will definitely put this to use in my own project sometime! Thank you for making this tutorial.
Can i get your project name?
Thanks so much for making this, I learn't a lot from you.
Incredible... Thanks for the effort and time
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 .....
Thank you very Much. This has been very very helpful!
thank you soo muchh!Very informative and detailed video
need weekly thrice videos like these please I am sharing this with all my friends
great tutorial from a great teacher
Great Tutorial Murtaza .from Iran to Pakistan
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? :)
You sir, are a god amongst men.
Interesting cant wait!
Merciiiiii pour votre effort
Great video!! everything worked perfectly
can u pls explain how to do it
Excellent explanation. You made me to fell in love with openCV.
what means box[2] and box[3] ?
Thanks Really Helpful
I love 🌹 your videos
you are BEST . tanx for sharing .
Can you please give straight link to the dataset and the files you add to project at the start of video
Nice Doing! Thank you!
How to connect the camera to the laptop? In order for it to access the program. And does this needs a microcontroller?
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
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...
Thanks for your great work! Your videos never disappoint...
Thanks!
Assalamualykm bro yr videos help me alot ♥
awesome thanks for the tutorial
You are a hero!
i dont understand why videos like this still get people who dislike it......
love your work from bangladesh
which function I need to add if I want to count how many times I lost my object from screen
Thank you so much sir!!!!!!!
Where can we found the fronzen_interference_graph? Thank you
Thanks a lot for this great tutorial. I have watched couple of the videos here in UA-cam, 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?
That great. very nice. I have one question how we can compute its confusion matrix, precision, recall with intersection over union IoU in Python?
Good work keep it up bro.
Thank u verry much i love you❤️❤️
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
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
Thanks you very much for this video. I hope you will guide custom Data Mobile net ssd
thank u sm!
How to get the initial files you put in to project? Coco names and SSD files.
Sir , what if we wanna detect only a spesific object such as pedestrian or car
what kind of methot should we use ?
Nice, thanks :)
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?
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
Thanks a lot bro.
permission to learn sir.thanks you
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
I love your videos, maybe do you have a video of cross line detection?
For real man you inspired many of my main projects on AI. Thank you
Request Tutorial:
- Detect rotation angle from template.
simply awesome
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
Hi, is it possible to use opencv to do custom object detection? Thank you.
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
Can I use my custom objects for detection like Nuts and Bolts? And can I use that model in R-Pi 4GB?
It worked thanks alot
Thanks for lecture, Did you run Pycharm to using code?
is it possible to include more objects to be detected? like some custom trained objects
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
I wanna detect some electronic materials like mosfet or transistor or resistor.What should I do for this?Thank you.
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"
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'
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 ?
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?
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
jazakallahu khoyron bro
What is the easiest why to train a custom model that will work with this script.
As always You're Crack !! @Murtaza's .....
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....
thank you the video. I wonder where we train the model?
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.
I'm having trouble finding the ssd file, can anyone help me, please.
where can I find the .pb and the .pbtxt files you used?
What cam are you using?, Are you using a ESP32?
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'
It's work! thanks a lot!!!
Is there a link to where we can get the files you used???
what is the difference between your method and tensorflow?
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?
Can you please make a video about scanning the area by LIDAR?
Please sir, can you kindly update the description of the video with the link of coco name and frozen interface graph.pb
which software you using? plz tell me @Murtaza's
I am about to implement Distance Measurement between the named objects, can I able to successfully implement ?
Sir after starting first 4 line it shows an error imshow() takes 1 positional arguments but 2 were given ....
Sir plz solve my problem
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
Sir can you put the links of the resources files in the description, please?
We cannot perform anything without these files.
Did u get those files??
@@mohammedkamran8559 did you get them?
@@mohammedazzan7529 ys
@@krizz5825 how?
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. ua-cam.com/video/TymXJVk-I6Q/v-deo.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
hey i can not access the code from the link in your description. Can you please fix it.
I'm getting error in net = cv2.dnn_DetectionModel....... what should i do?
Hi! it was such a great tutorial but you haven't attached the .pb and .pbtxt files link, it will be great if you can provide the link.
Good job Naoures from tunsia
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