Object Detection using OpenCV | Python | Tutorial for beginners 2020

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DeepLearning_by_PhDScholar

DeepLearning_by_PhDScholar

Күн бұрын

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@NoorainRazaEC
@NoorainRazaEC 2 жыл бұрын
No one on you tube do this project for biggener level , but you did in perfect manner Sir Thank you So much Sir.
@weixinteh7075
@weixinteh7075 3 жыл бұрын
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!
@TOI700e13
@TOI700e13 2 жыл бұрын
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
@BruceWayne-xq7bb
@BruceWayne-xq7bb 2 жыл бұрын
bro, can u give the graph of deep learning architecture? u did not provide that link
@SOHANIARYAN
@SOHANIARYAN 3 ай бұрын
​@@TOI700e13hii can you help me with the project
@SteelersFans99
@SteelersFans99 3 жыл бұрын
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!
@BruceWayne-xq7bb
@BruceWayne-xq7bb 2 жыл бұрын
Hey, im getting 'name cv2 is not defined' . How to correct the error
@kanawadeatharva7705
@kanawadeatharva7705 2 жыл бұрын
@@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)
@mohammedazzan7529
@mohammedazzan7529 2 жыл бұрын
@@kanawadeatharva7705 hey bro you got the code in this video?
@kanawadeatharva7705
@kanawadeatharva7705 2 жыл бұрын
@@mohammedazzan7529 yeah!!!
@deepibalachandran9956
@deepibalachandran9956 5 ай бұрын
@@kanawadeatharva7705 SEND CODE FOR THIS SIR
@Radi0he4d1
@Radi0he4d1 2 жыл бұрын
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.
@chilukproducoes
@chilukproducoes 2 жыл бұрын
TNice tutorials is exactly what I needed to understand the UI. Great tutorial!
@sudeep003gowda
@sudeep003gowda 3 жыл бұрын
You explained it very well. You made my day . I am so happy that I had learnt something new.
@madarbakushussain758
@madarbakushussain758 2 жыл бұрын
The best explained video for object detection I've encountered so far!! Keep it up Bro
@lyndawakoli1596
@lyndawakoli1596 2 жыл бұрын
YOU SAVED ME ALOT ON MY FINAL YEAR PROJECT
@vigneshs1620
@vigneshs1620 2 жыл бұрын
Hi ma'am.i also stuck in last stage. Attribute error :tuple not have attributes flatten. Plz help .its also my final year project
@mohammedazzan7529
@mohammedazzan7529 2 жыл бұрын
hello can you send me the code please?
@nasim3269
@nasim3269 3 жыл бұрын
Thank you very much sir, this was just the perfect introduction t actually implementing computer vision!
@md.sahilansari5596
@md.sahilansari5596 Жыл бұрын
Really that details hits different
@colsoyeti1
@colsoyeti1 3 жыл бұрын
Thank you for the expertly presented tutorial and demonstration.
@top5-m7c6h
@top5-m7c6h Жыл бұрын
Thank you so much sir from the bottom of my heart 💖.......it helped me a lot in my project
@shaiksubhan245
@shaiksubhan245 2 ай бұрын
Have u get graph file.. If u have it plz provide the link
@hackercop
@hackercop 3 жыл бұрын
Have just finished this. Thanks very much for making it. Have liked and subscribed!
@bhoomikamj7887
@bhoomikamj7887 6 ай бұрын
Heyyy..i didn't find frozen_inference_graph.pd after downloading the config file...can you please help!
@sreeja2167
@sreeja2167 3 ай бұрын
@@bhoomikamj7887 Heyyy.. I also didn't find frozen_inference_graph.pd after downloading the config file...can you please help
@connectrRomania
@connectrRomania 2 жыл бұрын
Simple. And clear tuto thank you so much
@alifurkanfindik2966
@alifurkanfindik2966 Жыл бұрын
my friend it was a very good video👌😀
@Raini41
@Raini41 3 жыл бұрын
the best video so far and help me a lot. thank you.
@sangeetagarg239
@sangeetagarg239 3 жыл бұрын
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.
@mohanbansal959
@mohanbansal959 3 жыл бұрын
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
@pragyavashishtha8983
@pragyavashishtha8983 2 жыл бұрын
Same doubt.. Graphs were not there??
@DassaBanger
@DassaBanger 2 жыл бұрын
Amazing video. Great job
@gowthamvignesh5802
@gowthamvignesh5802 2 жыл бұрын
Nice video man ,I liked it
@pudinanno
@pudinanno 3 жыл бұрын
Thank you so much, explained everything very well........... i have worked on my own video and its working very nicely.
@pudinanno
@pudinanno 3 жыл бұрын
how do i calculate the accuracy of prediction of our object detection.
@pudinanno
@pudinanno 3 жыл бұрын
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
@titashchowdhury441
@titashchowdhury441 3 жыл бұрын
Can u share the link of the frozen model
@BruceWayne-xq7bb
@BruceWayne-xq7bb 2 жыл бұрын
@@pudinanno bro can u shar link of the frozen model
@karthikeyaanar
@karthikeyaanar 3 жыл бұрын
Thank you so much for your effort. Really helpful 👍🏽🙏🏼🙌🏽
@macharlajagapatibabu2654
@macharlajagapatibabu2654 4 ай бұрын
good explanation sir thank you soo much❤
@teetanrobotics5363
@teetanrobotics5363 3 жыл бұрын
Amazing tutorial.Thanks Mate
@pranavgupta9015
@pranavgupta9015 3 жыл бұрын
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?
@mohamedgamer6877
@mohamedgamer6877 2 жыл бұрын
So informative, thanks a lot!
@prarthana_bhuyan
@prarthana_bhuyan 3 жыл бұрын
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.
@EstebantabaresML
@EstebantabaresML 3 жыл бұрын
Great video
@AlexandraGriffin-w4n
@AlexandraGriffin-w4n Жыл бұрын
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.
@prashantrai5102
@prashantrai5102 2 жыл бұрын
thanku for the wonderful explaination
@pIbrarBabar
@pIbrarBabar 2 жыл бұрын
Excellent...!
@emmajanemackinnonlee
@emmajanemackinnonlee 2 жыл бұрын
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?
@mdosama1231
@mdosama1231 2 жыл бұрын
I don't find the frozen_inference_graph.pd here in the link after downloading,would you please share
@bhoomikamj7887
@bhoomikamj7887 6 ай бұрын
Yah same here
@renzomontesa2088
@renzomontesa2088 3 жыл бұрын
Nice work bro
@TinaSkinder
@TinaSkinder 8 күн бұрын
Please, when i type cv2.cnn ( i follow your instruction : keep Tab but it has not showed the options as yours ?) Can you help me ?
@codetackle9662
@codetackle9662 3 жыл бұрын
thank you sir it very helpful for me
@Axio95
@Axio95 3 жыл бұрын
very informative video and i learnt very much from this , if you could post more tutorials about deep learning and explainations will be helpful.
@Axio95
@Axio95 3 жыл бұрын
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?
@Bhajra9005
@Bhajra9005 2 жыл бұрын
I like your video.......
@RAZONEbe_sep_aiii_0819
@RAZONEbe_sep_aiii_0819 3 жыл бұрын
can you please share the whole code which you just implemented on screen using JN? I will be glad.
@sethatevybong6750
@sethatevybong6750 3 жыл бұрын
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
@deeplearning_by_phdscholar6925
@deeplearning_by_phdscholar6925 3 жыл бұрын
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.
@nitishhdas
@nitishhdas 3 жыл бұрын
@@deeplearning_by_phdscholar6925 Same problem, When I extracted that file it has only .pbtxt file
@asfiyajabeen1965
@asfiyajabeen1965 3 жыл бұрын
Hey ! Even I am unable to download the frozen model. How did you do it? Pls guide me.
@helloworld6234
@helloworld6234 3 жыл бұрын
@@asfiyajabeen1965 I don;t know it too :(
@rabirabail752
@rabirabail752 4 жыл бұрын
It's really helpful
@amberamir1334
@amberamir1334 4 жыл бұрын
Good job
@ShoaibKhan-ec6fh
@ShoaibKhan-ec6fh 4 жыл бұрын
help full👍👍
@riyushachannel4761
@riyushachannel4761 3 жыл бұрын
Thanks bro it work 👍🏻, (auto subscribe)
@hieutle
@hieutle 3 жыл бұрын
what a absolute legend!
@hieutle
@hieutle 3 жыл бұрын
@@refrefwgwgwegew cap.set(3, width) and cap.set(4, height) whereas width and height is your preferred resolution
@hieutle
@hieutle 3 жыл бұрын
@@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)
@muhdajim
@muhdajim Жыл бұрын
hello sir. i have problem importing cv2. it shows TypeError: 'numpy._DTypeMeta' object is not subscriptable. how to fix this?
@PankajsinghNegi-rs1wz
@PankajsinghNegi-rs1wz Жыл бұрын
thank u sir for this tutorial
@Aditya-os9or
@Aditya-os9or Жыл бұрын
Where is the frozen Interface grap file
@adzaelani6463
@adzaelani6463 3 жыл бұрын
how to solve an error like this? error: OpenCV(4.5.1) C:\Users\appveyor\AppData\Local\Temp\1\pip-req-build-i1s8y2i1\opencv\modules\imgproc\src esize.cpp:4051: error: (-215:Assertion failed) !ssize.empty() in function 'cv::resize'
@mrnobody1909
@mrnobody1909 3 жыл бұрын
Did you solve the problem? I have the same problem too.
@kupolusus
@kupolusus 2 жыл бұрын
so helpful video
@a065vrajnirajbhairajpurasv9
@a065vrajnirajbhairajpurasv9 2 жыл бұрын
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
@anjalimehra4238
@anjalimehra4238 Жыл бұрын
Same, I am doing it in colab. Did you find the solution?
@vrishimeshram6323
@vrishimeshram6323 2 жыл бұрын
Thank you brother finding for three days how the objects detection works but none of them explain me as you 🫡
@ziaualhassain
@ziaualhassain 2 жыл бұрын
I'm trying but the model not able to detect the objects?? Did it worked fine for you?????
@vrishimeshram6323
@vrishimeshram6323 2 жыл бұрын
@@ziaualhassain ya it worked for me
@vrishimeshram6323
@vrishimeshram6323 2 жыл бұрын
@@ziaualhassain at where are you getting error
@ziaualhassain
@ziaualhassain 2 жыл бұрын
@@vrishimeshram6323 In the video part I’m getting an error in this line * ClassIndex, confidece, bbox=model.detect(frame,confThreshold=0.55) * And also the object detection is not accurate for eg. when I’m placing a mobile in front of webcam it is identifying it as a scissor
@vrishimeshram6323
@vrishimeshram6323 2 жыл бұрын
@@ziaualhassain bro try creating new jupyter notebook mine also get error at declaring model , it getting error that it is failed but when i try new will worked on
@gursehajsinghmehta7099
@gursehajsinghmehta7099 2 жыл бұрын
Sir i cant find that particular stock footage that you used ,can you link it here.
@HKIIIVal
@HKIIIVal 3 жыл бұрын
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
@vijaydattu709
@vijaydattu709 3 жыл бұрын
Thank you so much.well explained.
@refrefwgwgwegew
@refrefwgwgwegew 3 жыл бұрын
hi willing to help me with my code? I seem to get a different resolution of my video than the original...
@adityapatil1839
@adityapatil1839 2 жыл бұрын
bhai thanks yaar !!!
@wonderman2864
@wonderman2864 3 жыл бұрын
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 :)
@Its_Ines
@Its_Ines 2 жыл бұрын
me too same Pb
@user-cq1gf8je7l
@user-cq1gf8je7l Жыл бұрын
feed the model with more data
@lavanya2kowmar
@lavanya2kowmar 3 жыл бұрын
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
@mairarafiquerafiquemr9163
@mairarafiquerafiquemr9163 4 жыл бұрын
Nyc geeat
@vigneshkumars8517
@vigneshkumars8517 Жыл бұрын
Thank you sir!!!
@sushmanaik2228
@sushmanaik2228 3 жыл бұрын
font_scale=3 2 font=cv2.FONT_HERSHEY_PLAIN ----> 3 for ClassInd, conf, boxes in zip(ClassIndex.flatten(), confidece.flatten(), bbox): 4 cv2.rectangle(img,boxes(255,0,0),2) 5 cv2.putText(img,ClassLabels[ClassInd-1],(boxes[0]+10,boxes[1]+40),font,fontScale=font_scale,color=(0,255,0),thickness=3) NameError: name 'confidece' is not defined sir,iam getting name error.can you please tell how to solve this error. thank you sir
@CodeHacker278
@CodeHacker278 2 жыл бұрын
you typed confidece in the zip loop you were meant to type confidence
@sushmanaik2228
@sushmanaik2228 2 жыл бұрын
@@CodeHacker278ok.. thank you sir
@CodeHacker278
@CodeHacker278 2 жыл бұрын
@@sushmanaik2228 your welcome
@roitai-dev
@roitai-dev 3 жыл бұрын
Thank you Teacher
@kavinyudhitia
@kavinyudhitia 2 жыл бұрын
nice, thanks!
@akritiagarwal3472
@akritiagarwal3472 3 жыл бұрын
Hi I am not able to download the weights document from GitHUB. Pls Help
@deeplearning_by_phdscholar6925
@deeplearning_by_phdscholar6925 3 жыл бұрын
Thank you for your interest, there might be some problem with the link so I have uploaded the frozen_interference_graph.pb separately, please use the link to download it. Thank you. drive.google.com/file/d/19seKEz-HYBkY_4DZV9ieu4gxgOnPxqhs/view?usp=sharing github.com/opencv/opencv/wiki/TensorFlow-Object-Detection-API Original Link
@jadavpur4
@jadavpur4 3 жыл бұрын
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
@jadavpur4
@jadavpur4 3 жыл бұрын
@@heribertojuarez6046 Yes.. I make the animation of moving objects... Thank you very much..
@abhishekranjan2617
@abhishekranjan2617 3 жыл бұрын
bro, your code not gives an accurate result. In fact, I have tried many different videos, but unfortunately it can't pic the accurate results. In many videos, it is bird as a cat, butterfly as a dog. Please solve this issue...
@crazyworldddar9092
@crazyworldddar9092 4 жыл бұрын
Gud job
@mojojojo9121
@mojojojo9121 3 жыл бұрын
thank you so much! this was a really great learning experience!!
@Cool-rb8nu
@Cool-rb8nu 3 жыл бұрын
So good
@soothingmelodies7992
@soothingmelodies7992 2 жыл бұрын
sir for video & webcam the code isn't working....... can you help?
@yasminehentati5026
@yasminehentati5026 2 жыл бұрын
i got this error : returned a result with an error set ...what should i do ?
@thanshithchoudhari9477
@thanshithchoudhari9477 2 жыл бұрын
same error
@SteelersFans99
@SteelersFans99 3 жыл бұрын
Thank you for the great video!! I ran into an issue at the end, the boxes around the objects would not appear on the video, and then the program would crash. The program was definitely counting and labelling the objects, I could see it building a list of everything it detected. Here is the error code: error Traceback (most recent call last) in 13 ret,frame = cap.read() 14 ---> 15 ClassIndex, confidece, bbox = model.detect(frame,confThreshold=0.55) 16 17 print(ClassIndex) error: OpenCV(4.5.1) C:\Users\appveyor\AppData\Local\Temp\1\pip-req-build-kh7iq4w7\opencv\modules\imgproc\src esize.cpp:4051: error: (-215:Assertion failed) !ssize.empty() in function 'cv::resize'
@SteelersFans99
@SteelersFans99 3 жыл бұрын
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!
@BruceWayne-xq7bb
@BruceWayne-xq7bb 2 жыл бұрын
bro can u share link of the frozen model
@cookwithstyle6286
@cookwithstyle6286 4 жыл бұрын
Helpful
@vend57
@vend57 3 жыл бұрын
These are not the correct labels. All the dog predictions are showing as sheep. Help, please.
@shreyazalavadiya524
@shreyazalavadiya524 3 жыл бұрын
Please .. Can anyone provide documentation for this project like diagrams, project estimate and quality assurance
@mehakbilal4697
@mehakbilal4697 4 жыл бұрын
Nice
@kaziranga_national_park
@kaziranga_national_park 2 жыл бұрын
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.
@umairmughal0001
@umairmughal0001 4 жыл бұрын
Can you please teach how to features analysis using deep learning techniques? Your videos are very helpful to us. Thank you :)
@rahulsatav2247
@rahulsatav2247 3 жыл бұрын
Thanku sir.. ✌️❤🤗😇
@abhi9.T
@abhi9.T 2 жыл бұрын
Thank you sir
@zafrirhavia2795
@zafrirhavia2795 3 жыл бұрын
thanks for a great video I learned a lot. I would love for such great videos always. just wanted to ask , if you can paste a link to the model (frozen inference graph) for some reason is not in the zip file.
@zafrirhavia2795
@zafrirhavia2795 3 жыл бұрын
You can delete the question I found it i just un-tar the file ssd_mobilenet_v3_large_coco_2020_01_14.tar.gz
@johndo7003
@johndo7003 3 жыл бұрын
you saved me
@megamega3642
@megamega3642 2 жыл бұрын
@@zafrirhavia2795 how could you un tar the file please explain mee
@mohammedazzan7529
@mohammedazzan7529 2 жыл бұрын
@@megamega3642 bro you got the code for this video?
@Alpha-hj2ss
@Alpha-hj2ss 3 жыл бұрын
cv2.imshow('Object Detection Tutorial',frame) I got an error here. Does the quote name should be unique?
@ChirathLK
@ChirathLK 3 жыл бұрын
you have to run the whole code with the config files
@unknown-bm9pf
@unknown-bm9pf 2 жыл бұрын
Thank you ☺️
@shaktitamrakar2810
@shaktitamrakar2810 2 жыл бұрын
Nice video.. Sir. Can you please tell me how i cn only detect animals with the help of this?
@SunilSharma-bg6nf
@SunilSharma-bg6nf 2 жыл бұрын
love to South Korea for India
@AbhishekSawant-yw7mu
@AbhishekSawant-yw7mu 3 жыл бұрын
Thanks a lot man !!!
@somashekarswamy8509
@somashekarswamy8509 3 жыл бұрын
where can i get information abt mobilenetv3 pls guide
@zunich9177
@zunich9177 4 жыл бұрын
KEEP IT UP
@opffgaming9426
@opffgaming9426 Жыл бұрын
hey I'm facing an error in thershold in video how could i solve it can you tell me?
@adityatiwari2325
@adityatiwari2325 3 жыл бұрын
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!!
@islamicshorts50611
@islamicshorts50611 4 жыл бұрын
awesome
@ichad6947
@ichad6947 6 ай бұрын
'cv2.dnn.Net' object has no attribute 'setInputSize'. can you help me?
@shaheenarana5710
@shaheenarana5710 4 жыл бұрын
Great
@refrefwgwgwegew
@refrefwgwgwegew 3 жыл бұрын
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!
@Happy_Kannadiga
@Happy_Kannadiga 3 жыл бұрын
sir where can i find frozen interference graph pb
@سوہناکچاکھوہ-ج7غ
@سوہناکچاکھوہ-ج7غ 4 жыл бұрын
Good
@ViralVideos.93
@ViralVideos.93 2 жыл бұрын
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
@jatin9711
@jatin9711 2 жыл бұрын
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
@bigbull536
@bigbull536 2 жыл бұрын
Sir, webcam is not displaying the names please reply sir
@dipanshujoshi2397
@dipanshujoshi2397 3 ай бұрын
what data set did you used for this project
@ПетяПетрушин-ж6ь
@ПетяПетрушин-ж6ь 3 жыл бұрын
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?
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