Easy Hand Sign Detection | American Sign Language ASL | Computer Vision

[@heenashaikh2238]

Hi sir ! I saw the entire tutorial ,you not only taught us the concepts of sign language detection but also u taught the perfection. Thank you sir :)

[@user-ih8mf8ni9p]

it took me 6-7 days to run this program fully ........and thankyu so much for this video.....this videos is easy to understand for beginners

[@mounikatelagamsetti4788]

can you please send me the github link

[@dhanushmurali2599]

did u get the link bro​@@mounikatelagamsetti4788

[@raeeskasim7240]

Bro...can you send github link

[@Josephine-r3n]

Hii Mam/Sir I too started this project but it is not working so kindly guide me to complete this project Thank you

[@B1NT0N]

I started an identical project a while ago, but couldn't finish it ... After seeing this video, I finally finished my project. Thank You

[@talharehman7137]

He brother i need your help regarding the project as i have same related project

[@HELLO-cz4vm]

How can I contact you? I also have the same project.

[@talharehman7137]

@@HELLO-cz4vm Through Linkedin

[@shravansoni1983]

Bhai source code de do plz yr

[@user-xh1bl2vh8q]

hello, i need your help with this project, I am having an error, how can I contact you?

[@casualblenderenjoyer1970]

The world not be the same without you.

[@hruthikchavand5148]

Thank you sir, i have done my graduate project with the help of this video and your my god once again thank you

[@kiaraagustinaalegreencinas9458]

Hello! Sorry for bothering, but perhaps can you help me with this tutorial? I can't make it work and it's been like a whole month since I started lolol. Thanks in advance!!!

[@user-xh1bl2vh8q]

hello, can you please help me resolve two errors in this project please ...........

[@DeviSanjanaAddepalli]

Hii can you help me with the project.. While I am doing it I am getting some errors

[@noedie4973]

Thanks a lot! This was very easy to follow along indeed. In case anyone's teachable machine page isn't training, try using it on a browser with no added extensions, and clear cache.

[@maneeshsinghrawat7573]

python[27190:320561] WARNING: AVCaptureDeviceTypeExternal is deprecated for Continuity Cameras. Please use AVCaptureDeviceTypeContinuityCamera and add NSCameraUseContinuityCameraDeviceType to your Info.plist. WARNING: All log messages before absl::InitializeLog() is called are written to STDERR I0000 00:00:1712824494.653097 320561 gl_context.cc:357] GL version: 2.1 (2.1 Metal - 86), renderer: Apple M1 INFO: Created TensorFlow Lite XNNPACK delegate for CPU. Traceback (most recent call last): File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/keras/src/ops/operation.py", line 208, in from_config return cls(**config) File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/keras/src/layers/convolutional/depthwise_conv2d.py", line 118, in _init_ super().__init__( File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/keras/src/layers/convolutional/base_depthwise_conv.py", line 106, in _init_ super().__init__( File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/keras/src/layers/layer.py", line 263, in _init_ raise ValueError( ValueError: Unrecognized keyword arguments passed to DepthwiseConv2D: {'groups': 1} During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/Users/oorjamishra/Desktop/hand ASL tracker/test.py", line 12, in classifier = Classifier("model/keras_model.h5", "model/labels.txt") File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/cvzone/ClassificationModule.py", line 29, in _init_ self.model = tensorflow.keras.models.load_model(self.model_path) File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/keras/src/saving/saving_api.py", line 183, in load_model return legacy_h5_format.load_model_from_hdf5(filepath) File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/keras/src/legacy/saving/legacy_h5_format.py", line 133, in load_model_from_hdf5 model = saving_utils.model_from_config( File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/keras/src/legacy/saving/saving_utils.py", line 85, in model_from_config return serialization.deserialize_keras_object( File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/keras/src/legacy/saving/serialization.py", line 495, in deserialize_keras_object deserialized_obj = cls.from_config( File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/keras/src/models/sequential.py", line 326, in from_config layer = saving_utils.model_from_config(

[@maneeshsinghrawat7573]

Please help get this type of error

[@vectorautomationsystems]

Absolutely marvelous! Everything worked as demonstrated, even the errors, and your resolutions on your errors worked for me too. Thank you very much sir. Could you show us how to do the learning on PCs instead of Teachable Machine? Also, what is the difference in the different formats you can save your model in, where and how are they used and how to convert from one format (say h5) to another, say tfjs. Thanks again for taking your time and putting in a lot of effort to make this kind of very quality video! Cheers from Nairobi, Kenya!

[@philipokposo6265]

This is without a doubt the best sign language recognition tutorial out there. Believe me when I say this because I have seen so many. Thank you for saving my career. God bless you.

[@kiaraagustinaalegreencinas9458]

hello, sorry for asking, but did you manage to get it to work? :C

[@philipokposo6265]

Well, I did not try with C but I used other signs and they worked well @@kiaraagustinaalegreencinas9458

[@mohammedokasha9708]

Really respect and appreciate people like yourself who give their ti and expert knowledge so others can benefit and enjoy soft

[@anony88]

Your next tutorial should be how to program AI to understand ASL words, phrases, and sentences. It'd be multithreaded where one thread understands letters, while another is always keeping a log of the last few gestures in real life to understand how to connect them together as a phrase.. Something like that. I'm not an expert with AI. I believe that is kind of how live closed captioning works on KZbin.

[@MAhsan-vm2on]

why my test code is not working its giving output like train code and still saving while i press "s" and not making prediction. still training output like imgwhite is appearing with "Right " lable not "A" or "B"

[@sumuahmed2861]

You taught us with very simple and clean. Thank You Sir..

[@zwelynnnaung8989]

know where to start a new soft and I didn't know how to switch from soft to . You are the best THANK YOU FOR NOT

[@rogerkamoi5787]

Great video! Very clear on how to solve this problem. Is it possible to give an example on how to train for video classification to identify movements, like PySlowFast? Tks

[@user-mh4yr5yu9g]

Never saw Chinese drama this was 1st one soo well made and especially this part is soo emotionally attached....chai xaoqi and Fang leng wonderful love from India❤..

[@albsjalbs2251]

bro what

[@sweetashoney1017]

​@@albsjalbs2251exactly 😂

[@user-ie6rx8ko4d]

hello sir i have seen the entire tutorial that was great and the way u explain every step is awsome but i am facing a problem in sabing image what should i do

[@janvi.sharma06]

Amazing sir ....with your video i get to learn so many things ...thanks alot once again for this video🎉🙏🙏

[@aarjavjain6964]

Amazing tutorial! Works like a charm

[@STARPLAYZ-ye7wt]

THANKS AAAA LOTTTT SIRRRR

[@rentaroiino1789]

Hey were you able to get this project to work?

[@bechirzainine4228]

Very helpful, and surprisingly therapeutic

[@ProjectAxios]

This is the video I've been looking for! Thank you for your work!

[@Kurogane-el2vq]

Love your handtracking tutorials. Always tend to fascinate me and inspire my work in my job. I really love your videos Mr. Murtaza!

[@vasanthi1274]

Thanks a lot sir. It's really easy to code and learn at the same time.

[@gauravtewari6434]

Very helpful video ,what if we want 2 hand images. what will be the code for it sir

[@jjade6564]

Ty I got my first divine because of you

[@tahseenabbas52]

Great tutorial, Just wondering does that detector module detect at larger distance ?

[@merveozdas1193]

This video is my big wish,thank you for that. But you used prepared functions from cvzone. Can you do this manuel model that you composed for maybe eye directions that a human stared.

[@diablo00o46]

great video i think i will switch to computer vision its so fun!! thanks .

[@rohitchan007]

Please make a video on sign language detection that converts ASL to sentences.

[@rakshithaj673]

Which algorithm have u used ?

[@srivajradigitalstudiostudi8933]

hence on here a month later. thanks for making feel normal again.

[@yashuchaudhary6899]

totally agree with u mate! im kind of a newbie to soft producing here, well tNice tutorials video helps a lot and gives mo motivation to create

[@khanhlinhthinhtran]

Very helpful and easy to understand, thanks a lot sir!

[@adamputra8288]

Hi can help me with the data using your hands. Need it for accuracy

[@user-yz9uw3pd5t]

Thank you for using automatic code formatter. Btw, what is cvzone? Is it your own library?

[@kshitijanand3045]

It's his website name

[@gencodethailand5007]

Yes, I think it's his own library. We have to install that package.

[@ryszardniewegowski950]

Will stay tuned to your channal! Cheers!

[@pavantripathi1890]

Thanks for the beautiful explanation

[@hamzazafar4540]

Hi Sir, first of all, outstanding work. I want to know one thing while storing the dataset of hand gestures, we are also getting the landmarks points but if I don't want these hand landmarks then what do I need to change in the code. Thanks

[@hasangaratnayake6283]

Do we have to install some other libraries before tensorflow . I use python 3.7 and pycharm doesnt recognize tensorflow i guess i installed tensorflow but it doesnt detect the letters after that . It only identify the hand but not the trained characters Does anyone know how to fix this?

[@Serj772]

I have the same issue... so frustrating.

[@_Aaliya_Khan]

i am unable to install tensorflow. i think my pythn version is old. pls share a way to install tensorflow!

[@solomonkosca6033]

This is very helpful, thank you so much. I just wanted to ask, will this work without nvidia cuda and cudnn?

[@vergelfajardo9964]

Thanks. Tried kasp last time.. so iobit is a better app it seems..

[@ahmetcan149]

Hi, firstly ı would like to say thank you for this videos. If we use two hand for our mother tongue's sign language, how can ı revize this project?

[@kevinhertelt7116]

It works! Thank you for your help!

[@juanbautista5178]

Thank You For TeacNice tutorialng Us Brother

[@lekanthefirst]

This is very helpful for me. Please what is the laptop requirements for this. Thank you so much

[@wonbulzhang2240]

Thanks man, really easy and interesting project.

[@shubharthaksangharsha6248]

You're the best please make some arduino+ opencv too

[@himanshukulkarni9535]

he has already made it but that is not free

[@shubharthaksangharsha6248]

I know, I wish he could make some more free Arduino videos that will be greatt. I really love his videos @@himanshukulkarni9535

[@maneeshsinghrawat7573]

​@@shubharthaksangharsha6248bro please help getting error python[27190:320561] WARNING: AVCaptureDeviceTypeExternal is deprecated for Continuity Cameras. Please use AVCaptureDeviceTypeContinuityCamera and add NSCameraUseContinuityCameraDeviceType to your Info.plist. WARNING: All log messages before absl::InitializeLog() is called are written to STDERR I0000 00:00:1712824494.653097 320561 gl_context.cc:357] GL version: 2.1 (2.1 Metal - 86), renderer: Apple M1 INFO: Created TensorFlow Lite XNNPACK delegate for CPU. Traceback (most recent call last): File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/keras/src/ops/operation.py", line 208, in from_config return cls(**config) File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/keras/src/layers/convolutional/depthwise_conv2d.py", line 118, in _init_ super().__init__( File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/keras/src/layers/convolutional/base_depthwise_conv.py", line 106, in _init_ super().__init__( File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/keras/src/layers/layer.py", line 263, in _init_ raise ValueError( ValueError: Unrecognized keyword arguments passed to DepthwiseConv2D: {'groups': 1} During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/Users/oorjamishra/Desktop/hand ASL tracker/test.py", line 12, in classifier = Classifier("model/keras_model.h5", "model/labels.txt") File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/cvzone/ClassificationModule.py", line 29, in _init_ self.model = tensorflow.keras.models.load_model(self.model_path) File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/keras/src/saving/saving_api.py", line 183, in load_model return legacy_h5_format.load_model_from_hdf5(filepath) File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/keras/src/legacy/saving/legacy_h5_format.py", line 133, in load_model_from_hdf5 model = saving_utils.model_from_config( File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/keras/src/legacy/saving/saving_utils.py", line 85, in model_from_config return serialization.deserialize_keras_object( File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/keras/src/legacy/saving/serialization.py", line 495, in deserialize_keras_object deserialized_obj = cls.from_config( File "/Users/oorjamishra/miniforge3/envs/moon/lib/python3.10/site-packages/keras/src/models/sequential.py", line 326, in from_config layer = saving_utils.model_from_config(

[@muhammadmuddangi3414]

TNice tutorials was super helpful, dude! I got the tutorial version of soft soft just to get a taste, and after figuring it out I decided to purchase the

[@BCT_AbhishekG]

May I know which algorithm have u used in this project?

[@user-ms8wc3ql2f]

You are the best! Thank you!

[@NOURTCS]

Perfect 🤩 thanks

[@AmarjeetKumar-yi6xt]

tHANKS bUDDY fOR GREAT VIDEO !!

[@bittitans5808]

Thanks you man for sharing this stuff.

[@eslamelzamkan3942]

thank u ur an amazing programer

[@bill2009utube]

What system is this running on? is there a link to where pycharm and supporting software are installed?

[@sabrinamehjabeen4007]

Can you make a video one sticker overlapping and skew detection using openCV and webcam?

[@सत्यमेवजयतेTruthAlwaysTriumphs]

The system predicts the value correctly but multiple times for the same sign due to the speed in recognition. But how to take only one value for a gesture? or how to slowdown the recognition process or how to recognize only ones at equal intervals of time store the recognized values some where?

[@aishwaryadeptofaiml960]

Thank you so much sir 💖

[@blindhack7967]

thanks sir,you are great

[@nguyenang6309]

Thank you, sir!

[@moaz9031]

thank you that's so helpful❤

[@IntricateMoon]

THANK YOU FOR THIS!!!

[@shehryaramir9849]

how to stop the program crashing when we zoom in the hands? Can't we add an if statement with regards to limiting the resolution displayed? Or what is the try except you're talking about??

[@pizzapepperoni4819]

THANK YOU SO MUCH

[@greendsnow]

I once did this with Google's nocode ML kit environment but it's better to have your own model.

[@yassymazing]

hi sir ,the algorithm of this is style augmentation? right

[@MVCS_Theja]

Which part of the code should i modify for data collection and testing for create a project using 2 hands

[@itexpert4193]

great.. good job keep it up

[@tanveerdalal1870]

What should I do if I want to use 2 hands instead of 1 hand?

[@Steve-pm1zy]

@Sahil Sawant yeah that part is easy, that's just how you detect 2 hands. But how do you get one bounding box for both hands? And then cropping it and everything

[@mohamedayman6172]

Amazing video keep going ❤

[@martinsilungwe2725]

During the Croping of the image I keep on getting this error "(-215:Assertion failed) size.width>0 && size.height>0 in function 'cv::imshow'"

[@leticiabatista122]

Same, could you solve it ?

[@martinsilungwe2725]

@@leticiabatista122 noo, I'm still searching to get it done...but not very lucky

[@Mealspigking]

change the camera to (0)

[@arielshadrac1778]

Amazing ✨✨

[@jayakamalabeysekera8951]

Thanks brother

[@legion4924]

Sir, what method does this project use?

[@garrpenuyol4829]

Thanks Bruu

[@momiiskitchen400]

Great video 👌👌

[@rexyissexy6203]

This is amazing❤️

[@NadanasserShalaby-rx5tu]

what should I add to detect two hands together?

[@salarb4015]

I have a question I have a project and I really need it If you can help me or make video How create custom object detection using yolov3 or yolov5 and train it And export Weight file to use it with python and opencv with video or webcam. And Thank you❤️

[@TheGg6422]

How about linking some of your video into Home Assistant for home automation!

[@billymays232]

Can you please make one for recognizing old video games and giving a price? Some old video games are worth alot

[@mahmodaldahol]

Thanks a lot how i can remove points on hand that is detected in order to pass it to model without lines on it ??

[@hhhggg3610]

Thank you Boss

[@salmaelmeslih1391]

hello i have a qst plz which method of machine learning you used?

[@ankanaroy7924]

Sir, how to display the accuracy

[@muhammadnajmi865]

Do we need to resize the bounding box? cause our image on train data have same size.

[@Rahul_OvO_9]

thanks you

[@Blackmystery165]

sir why you don't use jupyter notebook or google colab to make projects most of the students do not have gpu in their computers for projects so they can't use pycharm so please can you use google notebook or jupyter notebook. beacause sometime project fails when we do the same project you taught in pycharm whe n we try to implement it in googlecolab.

[@B1NT0N]

You don't actually need a GPU for this project. All the computation can be done by the CPU, however depending on your CPU it may be slower.

[@Blackmystery165]

@@B1NT0N I am talking about all the other projects not only this.

[@kamalbajetha9364]

can you please elaborate ISL which require 2 hands for a alphabet .

[@dogukantombul1045]

sir I want to use an external camera connected via ethernet cable. How can I do this?

[@musiccreation3807]

What algorithm do you use?

[@akshitnagpal4096]

Sir you have used teachable machine to train the model. If i want to train the model in the code itself how can i do that? can someone help?

[@wingman3169]

Which editor is this?

[@MateResuelve18]

una pregunta usas pycharm profesional o edition??

[@calonsukses4911]

please make a tutorial for beginners to learn programming

[@vallal7067]

bro i need help like what are the features are extracted by the model during training? explain that

[@ninadkulkarni9426]

This is so useful, actually I have trained model on all letters of alphabet as well as number 0-9 taking all 36 classes into account. But I am facing a little issue with the code. It would be better if you can help me out with the same.

[@fizaeerum4216]

Yeah me too I am also facing some problems, it doesn't recognise letters after q

[@abhaybhatt8007]

How you Train J And Z

[@ninadkulkarni9426]

@@abhaybhatt8007 these both signs are kind of motion sign so I initially created the sign by which it starts so J would be tilted I towards the little finger side and for Z I used tilted 1 on thumb side. But most importantly I had to change the entire algorithm and with the help of that I was able to achieve very better accuracy...

[@ninadkulkarni9426]

@@fizaeerum4216 exactly, what I felt was that it's the complexity issue and so I changed the algorithm to train the model... With the help of that I was able to achieve very better accuracy

[@user-xh1bl2vh8q]

hello I am having eroor of hands, img = detector.findHands(img) after saving the model part . can you please help ^^^^^^^^^^^^^^^^^^^^^^^

[@lokashakthi8710]

Awesome content Thanks a lot :)

[@adamputra8288]

Hi can help me with the data using your hands. Need it for accuracy

[@safiahmedsyed3827]

I am having issue with the keras model? Can anyone tell me in which version of keras and tensorflow the model is trained?

[@rocklee3254]

can we do it for all alphabets?

[@ahanatola6522]

hello sir can i please know how to do it for further alphabets please