Object Detection using OpenCV | Python | Tutorial for beginners 2020
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- čas přidán 14. 10. 2020
- This video contains a stepwise implementation of python code for object detection based on the OpenCV library.
The following are the list of contents you will find inside the video.
1) basic understanding of object detection and image classification
2) installation of necessary libraries
2) line by line implementation for object detection using OpenCV
a) Single Image
b) Video.mp4
c) Live Webcam
List of labels to download
github.com/pjreddie/darknet/b...
Configuration file
gist.github.com/dkurt/54a8e8b...
No one on you tube do this project for biggener level
, but you did in perfect manner Sir
Thank you So much Sir.
This is the most selfless video for object detection have every seen! the steps by steps provided clearly and most important WORKING! it is really helpful for a beginner like me. Thanks author!! You save my life!
Hi it's only detecting person even if it is a car in VideoCapture .it's all good in img detection but the only problem is video object detection. could you please share your code if you've done it
bro, can u give the graph of deep learning architecture? u did not provide that link
TNice tutorials is exactly what I needed to understand the UI. Great tutorial!
Thank you very much sir, this was just the perfect introduction t actually implementing computer vision!
You explained it very well. You made my day . I am so happy that I had learnt something new.
The best explained video for object detection I've encountered so far!! Keep it up Bro
Thank you for the expertly presented tutorial and demonstration.
the best video so far and help me a lot. thank you.
Hi, sir I really appreciate your detailed explanation and it's very easy to understand, there is a mismatch in labels and the pre-trained model. It took me some time but while classifying the images the model predicts the label 'fire hydrant' at position 11 and 'stop sign' at position 13, whereas in the labels list the 'stop sign' comes just after the 'fire hydrant'.
How can we solve this problem?
Have just finished this. Thanks very much for making it. Have liked and subscribed!
Heyyy..i didn't find frozen_inference_graph.pd after downloading the config file...can you please help!
great job, Could you please teach me how a new dataset is labelled and implementation of all the approaches of object detection. As I am new to this area. I liked the way you described.
Thank you so much for your effort. Really helpful 👍🏽🙏🏼🙌🏽
Simple. And clear tuto thank you so much
I need to put together a script that copies images containing only certain objects. I tried looking for tutorials, but all of them are hellbent on teaching people how to train AI to tell apart dogs and fish. All I needed was to be spoonfed on how to use a pre-made model.
Thank you so much.
Fixed the problem with the bounding boxes:
Replace “img” with “frame” in:
cv2.rectangle(img,boxes,(255, 0, 0), 2)
cv2.putText(img,classLabels[ClassInd-1] ......., thickness=1)
Now it should work and display bounding boxes in the video!
Great video! Very helpful!
Hey, im getting 'name cv2 is not defined' . How to correct the error
@@BruceWayne-xq7bb if you are getting error like module not found try to check if opencv is installed or not then just try this in cmd (pip install opencv-python)
@@kanawadeatharva7705 hey bro you got the code in this video?
@@mohammedazzan7529 yeah!!!
Amazing tutorial.Thanks Mate
Amazing video. Great job
So informative, thanks a lot!
Really that details hits different
quick question, what if the frame and classes doesnt show in my video/webcam? is there anything that i can do to fix that?
Nice video man ,I liked it
Thank you so much sir from the bottom of my heart 💖.......it helped me a lot in my project
Thanks for teaching such complicated concept in simple words. Kindly guide me if we can integrate hardware like LED etc to such projects after detecting a specific object in real time.
my friend it was a very good video👌😀
given it's now 2022, would you suggest a different model that we should use? is this one outdated? or still the same one is good?
Thank you so much for this tutorial, it helped me a lot, I have a doubt, how do we know the values to set up the configuration
thank you so much! this was a really great learning experience!!
SIr I am working on a project which is to detect cotton using OPENCV Res Pi, Sir as the cotton data set is not available, is it possible to use a google image of any cotton to detect our cotton ball using HSV? Please reply.
YOU SAVED ME ALOT ON MY FINAL YEAR PROJECT
Hi ma'am.i also stuck in last stage. Attribute error :tuple not have attributes flatten. Plz help .its also my final year project
hello can you send me the code please?
For importing a video, I keep getting an error seen below.
error: OpenCV(4.7.0) /Users/xperience/GHA-OCV-Python/_work/opencv-python/opencv-python/opencv/modules/imgproc/src/resize.cpp:4062: error: (-215:Assertion failed) !ssize.empty() in function 'resize'
I am not really sure how to fix it and I was hoping somebody might have some insight for me.
Thank you so much.well explained.
hi willing to help me with my code? I seem to get a different resolution of my video than the original...
Great video
thanku for the wonderful explaination
Nice work bro
thank you sir it very helpful for me
Sir i cant find that particular stock footage that you used ,can you link it here.
Nice video, Everything is very clear. Only one doubt, how can we export the frozen inference graph? It would be better if you share the link for the frozen inference graph file. Thanks
Same doubt.. Graphs were not there??
very informative video and i learnt very much from this , if you could post more tutorials about deep learning and explainations will be helpful.
hi could you tell like what changes i need to make if i want to add new class files such as chair , pen , phones etc . for the real time web cam detection?
help full👍👍
It's really helpful
That's a nice video, but how can I do the same using cv2 but for custom dataset? Change the num of classes and make the model detect the ones I've set?
Excellent...!
Can you please teach how to features analysis using deep learning techniques? Your videos are very helpful to us. Thank you :)
Sir can you please tell us if we want to increase that Labels dataset i.e want to include more things than how we will do that
Sir in this project how we can add abnormalities part like if two persons are fighting or person is holding nife ,or we can say road accident then how we can show that
Thank you so much, explained everything very well........... i have worked on my own video and its working very nicely.
how do i calculate the accuracy of prediction of our object detection.
i have also calculated the confidence............by which it shows like for "person "-70%....if i want to do more analysis then what can i do and how to do that
Can u share the link of the frozen model
@@pudinanno bro can u shar link of the frozen model
the final video with all the boxes and names does not open up
that is after typing the last code and pressing shift enter nothing happens.
please help!!
Hi sir, 1) my real time video doesn't capture the whole video. Any ideas on how to get the whole video with detection instead of a screen where the video is only partially visible. 2) the video window doesnt disappear when I stop the jupyter program. I hope you can give us an update. Amazing video!
Thanks bro it work 👍🏻, (auto subscribe)
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 continuous animation will run???
Thank you
@@heribertojuarez6046 Yes.. I make the animation of moving objects... Thank you very much..
can you please share the whole code which you just implemented on screen using JN? I will be glad.
hello sir mind if i ask on how can i have audio speech whenever an object is detected how may i implement it…
Good job
what a absolute legend!
@@refrefwgwgwegew cap.set(3, width) and cap.set(4, height) whereas width and height is your preferred resolution
@@refrefwgwgwegew No. cap.set(3, width) where width is a number and cap.set(4, height) where height is a number. Try cap.set(3, 512) and cap.set(4, 384)
cv2.imshow('Object Detection Tutorial',frame) I got an error here. Does the quote name should be unique?
you have to run the whole code with the config files
hello sir. i have problem importing cv2. it shows TypeError: 'numpy._DTypeMeta' object is not subscriptable. how to fix this?
This is a great video i love it,
but i have a question,
can you teach me how to count how many person or car in the video? like i need a counters for data also
I like your video.......
Hello, anyone can help me to fix this error (it shows only when i changue the image)...
'tuple' object has no attribute 'flatten'
sir can u help i have a reserch 1 then object detection is my study. but i dont have idea to do a object detection
Gud job
Hi, If I want to detect some other object outdide this 80 classes how can I do that please answer me
i am not able to find the file frozen inference graph. what should i do?
thank u sir for this tutorial
Nyc geeat
Thanks a lot man !!!
where can i get information abt mobilenetv3 pls guide
KEEP IT UP
so helpful video
Hello Sir, first of all you did a very nice job with easy explanation! Now I found some errors while detecting objects in real-time mode. For instance, phone is detected as a sink, scissors and the chair as a toilet or some kind of staffs. So how can I improve the accuracy of object detection in real time mode? In my case, it is perfectly detecting the person only.
Thank you in advance :)
me too same Pb
feed the model with more data
Thank you for the video! It was really helpful, but can you send us a link to the code? I'm looking forward to more of your videos!
hey I'm facing an error in thershold in video how could i solve it can you tell me?
sir where can i find frozen interference graph pb
nice, thanks!
How to convert this notebook to a tflite format for raspberry pi?
Helpful
Please ..
Can anyone provide documentation for this project like diagrams, project estimate and quality assurance
Having problem with dnn_DetectionModel in CV2, No such attribute error
In the vedio part, I am getting indentation error :
ClassIndex, confidece, bbox =,,,,,,,,,=0.55
I changed: str(confidence) but no help
Please help
Thank you sir!!!
From where can I download the frozen_interface graph?
Can you help me with the voicefeedback for the output .
Thank you sir
Thanku sir.. ✌️❤🤗😇
So good
Hello sir, thank you so much for this informative video, I was running the same code on my laptop, with all dependencies installed, in the last code segment I’m getting the error
cv2.imshow(“Object Detection Tutorial”,frame)
Invalid syntax
I have rechecked the code multiple times and have also run the above code . Could you please help me with the solution
Same, I am doing it in colab. Did you find the solution?
Sir, Do you help me. Actually I'm Forest Data-operator. Many capture images trapped camera for wild animals. Approx 15 lakhs. Folderwise automatically segregation and classify images. This method. Please tell me. How to work.
can u give the graph of deep learning architecture? u did not provide that link
perfect.
Great
bhai thanks yaar !!!
awesome
Nice
sir for video & webcam the code isn't working....... can you help?
Thank you Teacher
Is it possible to run this on a GPU to speed things up. Thanks. I hope you get your PhD.
TypeError: 'numpy.ndarray' object is not callable
Any Ideas ?
can you recheck the link of the configuration file? I'm unable to download the frozen model. When I download it only gives the .pbtxt file
Thank you so much for your interest, and sorry for being late in replying.
I double-check the link. and of course it is a .pbtxt file, Trust me, go for it, it will work as in the video.
github.com/opencv/opencv/wiki/TensorFlow-Object-Detection-API
above is the link
In the middle, you will find a table, please select this model as shown in the video
MobileNet-SSD v3 (see #16760) 2020_01_14 weights config
weights => pretrained model
config=> config file
I hope I have answered your question, feel free to ask anything in case you find any kind of difficulties. Stay blessed.
@@deeplearning_by_phdscholar6925 Same problem, When I extracted that file it has only .pbtxt file
Hey !
Even I am unable to download the frozen model.
How did you do it?
Pls guide me.
@@asfiyajabeen1965 I don;t know it too :(
please can anyone send me a link to the video used for the object detection?
'cv2.dnn.Net' object has no attribute 'setInputSize'.
can you help me?
Thanks for sharing your time and knowledge!
Do you have any idea what could be causing this error?
me too