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Make Your Own Haar Cascade Object Detector On Windows | QUICK AND VERY EASY 

Aditya Pai Thon
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In this video we look into How you build your very own custom object detector by making your very own Haar Cascade.
"Training Haar Cascade on Windows is Impossible" - SAY NO MORE!
There are 3 methods by which you could build your own HAAR cascades to detect custom objects of your choice on WINDOWS
1) Use the cmd and documentation by Auckland University to make your own Haar Cascade
Link [PDF] : www.google.co....
This method however is outdated and does not guarantee the best accuracy.
2) Sentdex's tutorial to make your own haar cascade : pythonprogramm...
Problem with this is that you need to have a DigitalOcean server and need to PAY for it!
3) The BEST METHOD BY FAR (QUICK, EASY, BEST ACCURACY)
DOWNLOAD LINK OF GUI : amin-ahmadi.com...
The Hassle free method of creating your own Haar Cascade is here!
This is by far the best method and takes very short time to train with the best results, and that is what we would be using to make your own Haar cascade to detect custom objects
The goal of this video is to detect faces and the data set I am using is the CK dataset : www.consortium....
Checkout other datasets on UCI Repository and you may get what you want!
Checkout my previous tutorial for in depth explanation of the code used : • Detecting Cars in a vi...
Don't forget to Subscribe ;)
What this video is about?
opencv haar cascade xml files
how to create haar cascade xml for using with opencv
lbp cascade opencv python
python haar training
cascade classifier
opencv_traincascade example
haar cascade
haar cascade implementation python
haar cascade training time
how to create haar cascade xml file in python
haar cascade
haar cascade implementation python
haar cascade detection in opencv
haar cascade algorithm steps
train haar cascade opencv python windows
cascade trainer
python - Training Haar Cascade in windows 10
opencv_traincascade giving no output to console, "finishing"
How to create Haar Cascade (.xml file) to use in OpenCV?
How do I create a custom haar classifier
How do I create my own haar cascade and apply it?
Cascade Trainer GUI - Amin
OpenCV: Cascade Classifier Training
Tags: Build your own Haar Cascade on Windows, Easy way to build your own haar Cascade on Windows, Haar training on Windows, Quick Way to train a haar cascade on Windows, Best Way to train a Haar Cscade on Windows, Fastest method to train a haar cascade on Windows, How to train your own Haar cscade.

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11 сен 2024

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Комментарии : 358   
@adityapaithon6499
@adityapaithon6499 5 лет назад
Realtime applications of Haar Cascades for Object Detection with Python Code : ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-NqHG_wWrnP4.html Subscribe! For more videos on Python❤
@ZirbertEruj
@ZirbertEruj 2 года назад
Loud and clear, straight to the point. Subscribed!
@IKMCDANIEL
@IKMCDANIEL 5 лет назад
Fast, efficient, clear. Excellent video!
@adityapaithon6499
@adityapaithon6499 5 лет назад
Thank you for the feedback Daniel :)
@MrLLGO
@MrLLGO 5 лет назад
Thanks Bro!!!! Saved my Life!! Greetings from Germany!!!
@kushalbhavsar3454
@kushalbhavsar3454 5 лет назад
Thanks dude!!!you saved my lots of time:))))
@jordanwilliams851
@jordanwilliams851 5 лет назад
I had an error that said insufficient memory and to fix it on the input tab i changed the negative image count from the default 1000 to the exact number of negative images I have in my "n" folder hope this helps others :)
@adamt7367
@adamt7367 4 года назад
I had this issue too but I accdetnly downloaded the 32bit version, make sure you have the right version all!
@thushiyanthk1668
@thushiyanthk1668 11 месяцев назад
Thanks bro
@NS-zi1xv
@NS-zi1xv Год назад
Its always the indians who save the day lol nice video dude
@ritikchaurasiya5588
@ritikchaurasiya5588 3 года назад
Bro I got an error pls solve it ....there is an error like .....Open CV error:Bad Argument(cannot get new positive sample the most probable reason is insufficient count of positive samples in a vec- file.
@kaanankalyan7779
@kaanankalyan7779 Год назад
Helped a lot, thanks
@nalininadupalli364
@nalininadupalli364 5 лет назад
This is by far the best explanation of Face detection based Viola-Jones method I've come across. Excellent, to the point and simply best of them all. Thank you so much for your video!
@adityapaithon6499
@adityapaithon6499 5 лет назад
Welcome, glad to help
@robodev6033
@robodev6033 5 лет назад
Very useful video thank you so much .
@p1llai
@p1llai 3 года назад
At the end it says Open Cv memory error something please help It’s urgent for my project.
@gabrielrenno104
@gabrielrenno104 5 месяцев назад
Did you solve this? same here
@anubhavpal5782
@anubhavpal5782 3 года назад
what's the maximum size limit because keeping width and height above 70 crashes or hangs my pc ? please let me know
@akbarwijaya7781
@akbarwijaya7781 3 года назад
thanks bro, you saved my life :'
@orvillethomas4464
@orvillethomas4464 3 года назад
you the best bro !!
@krishnasoni5883
@krishnasoni5883 5 лет назад
Absolutely fantastic , thanks for this
@kramesh5365
@kramesh5365 5 лет назад
Bro we are really happy for u r valuable time which was spent for us. Thanks a lot I need detailed information about the program which is used in this video about each and every function how it works. please help me if its possible.
@adityapaithon6499
@adityapaithon6499 5 лет назад
Checkout my other video "Detect Cars in video" in the pinned comment
@rasanjalirathnayake8873
@rasanjalirathnayake8873 3 года назад
OpenCV Error: Bad argument (Can not get new positive sample. The most possible reason is insufficient count of samples in given vec-file. ) in CvCascadeImageReader::PosReader::get, file D:\cv\opencv_3.2.0\sources_withTextModule\apps\traincascade\imagestorage.cpp, line 158 PLEASE HELP TO RESOLVE THIS
@samueleboh8965
@samueleboh8965 5 лет назад
I really appreciate. Thanks man.
@DrSirmacek
@DrSirmacek 5 лет назад
Such a nice video!
@sala7311
@sala7311 5 лет назад
Great video, Well explained Bro!
@adityapaithon6499
@adityapaithon6499 5 лет назад
Thanks :)
@ishan_shrestha
@ishan_shrestha 3 года назад
Awesome Video. Simplest out there. During training what type of images to you suggest? One with plain background or one with various stuffs in the background.
@mnjinderpawar4029
@mnjinderpawar4029 5 лет назад
Awesome video
@mikaelvi3960
@mikaelvi3960 5 лет назад
Thanks bro for this amazing tutorial :)) I thought the negative images are the images that are gray scaled that won't contain object being detected and the positive are the images being detected. can please explain? or it works the same?
@krishnapriyanair1063
@krishnapriyanair1063 11 месяцев назад
hey I have used the same for detecting a scratch in the object but after running the test I didnot get the classifier file
@sampc9542
@sampc9542 5 месяцев назад
U have explained very well bro keep it up
@lac19951
@lac19951 2 года назад
Hey Aditya, thanks for this technique. What about detecting false positives?
@amrithaasivakumar5200
@amrithaasivakumar5200 4 года назад
Instead of getting a single box outlining the image during test, i get several small sized boxes all over the picture. Pls do help.
@kanchanaramar
@kanchanaramar 4 года назад
Thank you. Just what I was looking for!
@46sauravdubey31
@46sauravdubey31 Год назад
Excellent video
@alonewolf7682
@alonewolf7682 2 года назад
thanks man saved me from college mini project
@firstviewoftrading
@firstviewoftrading 5 лет назад
Nice
@rabiyatahir5530
@rabiyatahir5530 5 лет назад
very very very helpful video
@devopsengineers8254
@devopsengineers8254 5 лет назад
Amazing video brother
@adityapaithon6499
@adityapaithon6499 5 лет назад
Thanks Shivam!
@electroware9390
@electroware9390 5 лет назад
Thanks a lot for this video
@balajii5899
@balajii5899 5 лет назад
Thank u ,u r awsm😍
@adityapaithon6499
@adityapaithon6499 5 лет назад
:) ❤
@wanfadhliazmin
@wanfadhliazmin 4 года назад
look great and promising for beginner like me. do you have blog for this tutorial?
@MH-zq4br
@MH-zq4br 3 года назад
Mine doesnt generate any xml file after training
@sanju3937
@sanju3937 5 лет назад
Awesome one buddy
@adityapaithon6499
@adityapaithon6499 5 лет назад
Thanks
@anushabatchu2462
@anushabatchu2462 4 года назад
Sir, I am performing this for the gender classification I didn't get any cascade XML document in the classifier folder ...can you please help me with this
@Imjakeeyy
@Imjakeeyy 4 года назад
same for me, did you solve it?
@zakariaabderrahmanesadelao3048
@zakariaabderrahmanesadelao3048 4 года назад
doesnt work for me too the classifier directory does not contain an xml cascade. disappointing
@diseaseddates4242
@diseaseddates4242 2 года назад
amazing video ty!
@sundarnatarajan7431
@sundarnatarajan7431 5 лет назад
Excellent dude.You actually saved lot of time.
@adityapaithon6499
@adityapaithon6499 5 лет назад
Thanks Sundar
@sundarnatarajan7431
@sundarnatarajan7431 5 лет назад
Any idea how amin did the GUI ?
@emanueleaets9316
@emanueleaets9316 3 года назад
To have better performance, do the positive image have to be of good quality or with few details over the rilevant details. For example Is It enoug Only the frame with eyes, nose, mouth, eyebrows, and leave out the hair and the landscape back the face ? Thank you for everything
@emanueleaets9316
@emanueleaets9316 3 года назад
Hi Sir thank you a lot for your job, this is the best video tutoria i have found please can you help me? I have one question, the size of positive images have to be of a specific value? When you select the height and width' size, does it refers to the rectangle that will contain the detected face? Sorry if my English is not much good
@deeraj3069
@deeraj3069 5 лет назад
Thank you.
@mansudshaik7964
@mansudshaik7964 2 года назад
How to improve accuracy of detection
@MachineWala1
@MachineWala1 5 лет назад
only cascade file is not generated what can i do? help me
@adityapaithon6499
@adityapaithon6499 5 лет назад
Attach logs.
@chageruvinaykumara4949
@chageruvinaykumara4949 4 года назад
Am not getting proper output...plz can u explain y ??
@bunnyvlogs7647
@bunnyvlogs7647 4 года назад
Ur really great brother. ..God bless u
@adityapaithon6499
@adityapaithon6499 4 года назад
Thanks Sai
@bunnyvlogs7647
@bunnyvlogs7647 4 года назад
We suggest u similar explaination on YOLO v4 framework from scratch....if possible...
@hindiwebseries4321
@hindiwebseries4321 11 месяцев назад
Sir in folder only positive and negative images should be there or any other file is also required
@milanjayan1384
@milanjayan1384 4 года назад
Good presentation with lot of information.
@TejasPhase
@TejasPhase 4 года назад
Hello Aditya Sir, What is "sample width" & "sample height" parameters? If the image is 640 x 480 pixels then what will be those width & height parameters?
@zakariaabderrahmanesadelao3048
@zakariaabderrahmanesadelao3048 4 года назад
subbed thank you for the awesome tutorial
@powerpower1334
@powerpower1334 3 года назад
Train dataset for temp stage can not be filled. Branch training terminated. please help me solve this error
@tejatechviews
@tejatechviews 5 лет назад
Please provide the data set which is not opening the website for face data
@sahanlahiru7193
@sahanlahiru7193 9 месяцев назад
thank you❤
@RnFChannelJr
@RnFChannelJr 5 лет назад
i get some error when i train more than 2000 images , what should i do ??
@haeFRAGEZEICHEN
@haeFRAGEZEICHEN 4 года назад
big thanks, mate!
@mikaelvi3960
@mikaelvi3960 4 года назад
Hey Bro thank you for the educational video tutorial, why do you have to grayscale your positive images?
@subhradeepsarder8802
@subhradeepsarder8802 5 лет назад
do i have to use grayscale positive image
@adityapaithon6499
@adityapaithon6499 5 лет назад
Yes.
@subhradeepsarder8802
@subhradeepsarder8802 5 лет назад
​@@adityapaithon6499 i request you that can you made helmet detection haar cascade file, please, i request you?
@adityapaithon6499
@adityapaithon6499 5 лет назад
@@subhradeepsarder8802 Sure but at the moment a bit busy with few things. If you're detecting helmets you could also try with Shape Detection or Colour Segmentation( ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE--GXj5Q9qy-0.html )
@ashutoshtiwari3785
@ashutoshtiwari3785 5 лет назад
Great video! But why haven't you posted from over 3 months?
@adityapaithon6499
@adityapaithon6499 5 лет назад
Was a bit busy, I've posted last week though :)
@lezginkaya8138
@lezginkaya8138 4 года назад
Thanks for this useful video
@emanueleaets9316
@emanueleaets9316 3 года назад
Hi sir, Thanks for your work. Can you help me please ? I'm trying to apply your guide to detect face in picture and via webcam, but lots of other object are detected How can i reduce the noise ? I used 300 positive images, sometimes i used also 2k positive images
@maverickgaming4659
@maverickgaming4659 Год назад
I also have the same problem, have you found a solution?
@adarshsrivastava7168
@adarshsrivastava7168 5 лет назад
Sir, How can I make haar cascade file for the personality prediction
@barathkumarg9197
@barathkumarg9197 3 года назад
sir i have created a cascade for animal detection the xml file created successfully but the detection is not working properly how can i do it
@TejasPhase
@TejasPhase 4 года назад
Hello Aditya Sir, I tried this with 60 +ve images(which are in color) and 120 -ve(which are in grayscale) but when I try the generated classifier on test image it doesn't detect the face. What is the cause? Are the positive images should be in grayscale? What is the min no of +ve images required for training?
@sangvo2620
@sangvo2620 4 года назад
I have one question about Cascade Trainer GUI - How can I properly stop and resume the training? Despite loading the same setting from .ini file and press start, it starts from scratch.
@v_hackkali8634
@v_hackkali8634 2 года назад
What i can do? OpenCV Error: Unknown error code -9 () in cvSetImageROI, file D:\cv\opencv_3.2.0\sources_withTextModule\modules\core\src\array.cpp, line 3021, OpenCV Error: Bad argument (Can not get new positive sample. Seems that vec-file has incorrect structure. ) in CvCascadeImageReader::PosReader::get, file D:\cv\opencv_3.2.0\sources_withTextModule\apps\traincascade\imagestorage.cpp, line 161.
@sanishbabu2435
@sanishbabu2435 5 лет назад
I just tried to make my own haar cascade file of bags as u told but it is not detecting bags and detecting random objects what should I do (real-time bag detection from laptop cam )
@krishnamitabanerjee4351
@krishnamitabanerjee4351 4 года назад
I'm using this way to implement pipeline leakage detection using 80 positive and 160 negative images,but not getting a decent output, how to overcome this?
@kushagrababbar1395
@kushagrababbar1395 4 года назад
I am using 7 pos and 200 neg images and trying 15 stages but it stops at 2nd stage with this error . -----> Required leaf false alarm rate achieved. Branch training terminated. Please help me in this problem sir .
@radhakrishnanganapathy899
@radhakrishnanganapathy899 4 года назад
n and p images trained but xml file will not created . OpenCV Error: Insufficient memory (Failed to allocate 2147493236 bytes) in cv::OutOfMemoryError, file D:\cv\opencv_3.2.0\sources_withTextModule\modules\core\src\alloc.cpp, line 52. what to do? what format and resulation want to choose ?
@aaditpatel3032
@aaditpatel3032 4 года назад
Sir can you help ?I want to detect live faces but this model is unable to detect many faces even if i trained the model
@anamikasharma2753
@anamikasharma2753 3 года назад
Thank u sir
@rishipareek4803
@rishipareek4803 4 года назад
I want to make haarcascade classifier for identify cow 🐄
@adityapaithon6499
@adityapaithon6499 4 года назад
Why?
@sanjayjha35
@sanjayjha35 4 года назад
Hi Aditya, does creating or training these kind of cascade XML files for training purpose comes under data science(ML)?
@abderrahmenmelliti9627
@abderrahmenmelliti9627 5 лет назад
hey in folder classifier i find only log i can't find cascade file what's the problem ?
@adityapaithon6499
@adityapaithon6499 5 лет назад
I think the path provided is not accurate
@manjunath.c2944
@manjunath.c2944 5 лет назад
same error how to fix it???
@ashutoshtiwari3785
@ashutoshtiwari3785 5 лет назад
What screen recorder are you using?
@ankursoni8060
@ankursoni8060 4 года назад
I created HAAR to detect mobile, I took 50 positive image and 50 negative image and after generation XML when I use that XML then I'm facing this exception opencv: the node does not represent a user object (unknown type?) Can you please tell me what is the error and how to resolve it
@x1WARLOCK1x
@x1WARLOCK1x 3 года назад
When I use more than 332 positive images i get an Error, that opencv couldnt fetch a new p-image because it isnt specified in the vec-file. Could you help or have an idea?
@tanviagarwal5177
@tanviagarwal5177 5 лет назад
Sir my error is that i m giving the correct path but it is showing the error that ' n folder not found at path'
@sumanthsrivatsa3249
@sumanthsrivatsa3249 4 года назад
Nice video Aditya approximately how much time it takes to train totally
@adityapaithon6499
@adityapaithon6499 4 года назад
Depends on how many images youve got and system specs
@sumanthsrivatsa3249
@sumanthsrivatsa3249 4 года назад
@@adityapaithon6499 Aditya the GUI which you have specified I have tried but it trained the data only once I am not sure whether the problem is with the application or my laptop
@aamirahmadansari2721
@aamirahmadansari2721 3 года назад
Hello bro can we connect, actually I am unable to train my haar for palm detection, it says bad argument can't have a new positive values and I am using 1000 negative and 2800 positive images
@AakashGhodke
@AakashGhodke 5 лет назад
i run it twice it create only classifier folder log etc but not the .xml file
@adityapaithon6499
@adityapaithon6499 5 лет назад
How much time did it take to train? Also Open the log and search for any errors
@utkarshtripathi6123
@utkarshtripathi6123 5 лет назад
@@adityapaithon6499 same error log file does not show any error, for one dataset it took 2.5 hours and for one smaller data set it took 1 hour.
@utkarshtripathi6123
@utkarshtripathi6123 5 лет назад
@Zendevil set the height and width as shown in video, it solved my problem
@manjunath.c2944
@manjunath.c2944 5 лет назад
same problem how to fix this error ??
@rupeshghimire3365
@rupeshghimire3365 4 года назад
I have 4000 negative images. Do I need to change the negative image count to 4000 ?? Can I train the model with different image formats at once ??
@hermaDeWiDy
@hermaDeWiDy 3 года назад
excuse me, what should i do for : OpenCV Error: Insufficient memory (Failed to allocate 2147492516 bytes) in cv::OutOfMemoryError, file D:\cv\opencv_3.2.0\sources_withTextModule\modules\core\src\alloc.cpp, line 52
@HiepNguyen-gq5lp
@HiepNguyen-gq5lp 3 года назад
Do the images in the 'n' and 'p' folders need to be the same size? thanks so much!
@eyuelworku5744
@eyuelworku5744 3 года назад
Have you found that out? I was wondering the same thing
@anubhavpal5782
@anubhavpal5782 3 года назад
@@eyuelworku5744 what's the maximum size limit because keeping width and height above 70 crashes or hangs my pc ? please let me know
@irfanhassan2103
@irfanhassan2103 5 лет назад
OpenCV Error: Bad argument (Can not get new positive sample. The most possible reason is insufficient count of samples in given vec-file. ) in CvCascadeImageReader::PosReader::get, file D:\cv\opencv_3.2.0\sources_withTextModule\apps\traincascade\imagestorage.cpp, line 158 this error is coming and i am stuck there
@AbhishekSharma-hy4nl
@AbhishekSharma-hy4nl 3 года назад
Not working..it's showing "opencv error : insufficient memory"... Someone please help me out..
@عينالصقر-ذ6غ
@عينالصقر-ذ6غ 3 года назад
Hi , I want to detect aircraft can I use any dataset
@vinodkinoni4863
@vinodkinoni4863 4 года назад
Great work thanks
@nicemachado5976
@nicemachado5976 4 года назад
Nice tutorial! What if i want to classify different types of objects like apple, watermelon, pineapple etc? Does this program support more than one object at once?
@muhammadosama3358
@muhammadosama3358 3 года назад
You need a neural network for that.
@mohammedazzan7529
@mohammedazzan7529 Год назад
@@muhammadosama3358 how do we do that? is it easy? or difficult?
@muhammadosama3358
@muhammadosama3358 Год назад
@@mohammedazzan7529 very easy, there are readily available frameworks for that. for starters you can use sklearn (python library)
@mohammedazzan7529
@mohammedazzan7529 Год назад
@@muhammadosama3358 omg thanks a lot for the reply man I was really scared when I picked up this project 😭 I just want to make a project to detect different fruits that's it do you think it's possible?
@muhammadosama3358
@muhammadosama3358 Год назад
@@mohammedazzan7529 yes, you can even get the dataset from kaggle, UCI Irvine repository, tensorflow hub etc
@abhishekdhandare1775
@abhishekdhandare1775 5 лет назад
i have tried this method with 60 positive images and 150 negative images. Also got the cascade file but whenever i put that cascade xml file in program it does not detect object after running code why this happen? any idea? i've been trying this from last 1 week please reply ASAP! :)
@adityapaithon6499
@adityapaithon6499 5 лет назад
You're using very less positive images. Also try to tune your scaling factor in your code.
@GULAMERAZAmohammaddanish
@GULAMERAZAmohammaddanish 4 года назад
Excellent
@fewagg8303
@fewagg8303 5 лет назад
Please help me: What do i need to change to detect all faces in an Image ? E.G a Picture with 2 People in it? Do i Need Training Pictures where also 2 People are in??
@rajaryan7566
@rajaryan7566 4 года назад
sir i am getting error "OpenCV Error: Bad argument (Can not get new positive sample. The most possible reason is insufficient count of samples in given vec-file: could you please help sir pleaseeee sir
@soeurs9320
@soeurs9320 4 года назад
u solved this issue?am getting the same error
@rajaryan7566
@rajaryan7566 4 года назад
@@soeurs9320 bro i not sure whether it will help you or not but what worked for me was at 3:43 you can see positive image usage (percentage) as 100 make it 90. It worked for me . if still you get same error reduce it further
@bikramkarmakar6482
@bikramkarmakar6482 5 лет назад
How to decide Resolution of images(sample width and height)? please help me.
@jaypanchal3875
@jaypanchal3875 2 года назад
amazing explanation bro...... thank you..... but an error found as insufficient memory to allocat 1468024264 bytes , when my disc is 23 gb free?? can you solve this??
@dylansanderson3386
@dylansanderson3386 3 года назад
hello. Does anybody know, do the positive images have to be in a folder named exactly "p" and negative in folder "n"?
@mohanasarvanipalla
@mohanasarvanipalla 5 лет назад
wat about color images i want to implement it using color images
@adityapaithon6499
@adityapaithon6499 5 лет назад
Use Colour Segmentation Tutorial : ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE--GXj5Q9qy-0.html
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