Easy Hand Sign Detection | American Sign Language ASL

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

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Murtaza's Workshop - Robotics and AI

Күн бұрын

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00:00 Intro
02:02 Concept
06:30 Setup
08:33 Webcam
11:04 Find Hand
12:25 Crop Image
16:28 Custom Image
19:11 Overlay
32:51 Save Images
37:08 Data Collection
39:48 Training
43:44 Testing Code
50:08 Display Result
58:42 Customization

Пікірлер: 340

@heenashaikh2238 Жыл бұрын

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 :)

@mohammedokasha9708 2 жыл бұрын

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

@ProjectAxios 2 жыл бұрын

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

@rogerkamoi5787 Жыл бұрын

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

@Kurogane-el2vq 2 жыл бұрын

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

@bechirzainine4228 2 жыл бұрын

Very helpful, and surprisingly therapeutic

@aarjavjain6964 Жыл бұрын

Amazing tutorial! Works like a charm

@kennethodhiambo1803 8 ай бұрын

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!

@noedie4973 2 жыл бұрын

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 3 ай бұрын

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 3 ай бұрын

Please help get this type of error

@kevinhertelt7116 2 жыл бұрын

It works! Thank you for your help!

@vasanthi1274 Жыл бұрын

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

@wonbulzhang2240 2 жыл бұрын

Thanks man, really easy and interesting project.

@ryszardniewegowski950 2 жыл бұрын

Will stay tuned to your channal! Cheers!

@zwelynnnaung8989 2 жыл бұрын

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

@janvi.sharma06 8 ай бұрын

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

@bittitans5808 2 жыл бұрын

Thanks you man for sharing this stuff.

@user-ms8wc3ql2f Жыл бұрын

You are the best! Thank you!

@pavantripathi1890 Жыл бұрын

Thanks for the beautiful explanation

@casualblenderenjoyer1970 Жыл бұрын

The world not be the same without you.

@yashuchaudhary6899 2 жыл бұрын

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

@solomonkosca6033 Жыл бұрын

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

@khanhlinhthinhtran 2 жыл бұрын

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

@adamputra8288 Жыл бұрын

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

@jjade6564 2 жыл бұрын

Ty I got my first divine because of you

@moaz9031 Жыл бұрын

thank you that's so helpful❤

@diablo00o46 6 ай бұрын

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

@hamzazafar4540 Жыл бұрын

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

@NOURTCS 2 жыл бұрын

Perfect 🤩 thanks

@muhammadmuddangi3414 2 жыл бұрын

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

@mohamedayman6172 2 жыл бұрын

Amazing video keep going ❤

@sumuahmed2861 4 ай бұрын

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

@IntricateMoon Жыл бұрын

THANK YOU FOR THIS!!!

@eslamelzamkan3942 Жыл бұрын

thank u ur an amazing programer

@user-ih8mf8ni9p 9 ай бұрын

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 5 ай бұрын

can you please send me the github link

@dhanushmurali2599 Ай бұрын

did u get the link bro@@mounikatelagamsetti4788

@raeeskasim7240 Ай бұрын

Bro...can you send github link

@philipokposo6265 10 ай бұрын

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 10 ай бұрын

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

@philipokposo6265 10 ай бұрын

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

@AmarjeetKumar-yi6xt Жыл бұрын

tHANKS bUDDY fOR GREAT VIDEO !!

@aishwaryadeptofaiml960 2 жыл бұрын

Thank you so much sir 💖

@sabrinamehjabeen4007 2 жыл бұрын

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

@juanbautista5178 2 жыл бұрын

Thank You For TeacNice tutorialng Us Brother

@itexpert4193 2 жыл бұрын

great.. good job keep it up

@B1NT0N 2 жыл бұрын

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 2 жыл бұрын

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

@HELLO-cz4vm Жыл бұрын

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

@talharehman7137 Жыл бұрын

@@HELLO-cz4vm Through Linkedin

@shravansoni1983 Жыл бұрын

Bhai source code de do plz yr

@user-xh1bl2vh8q 10 ай бұрын

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

@yassymazing Жыл бұрын

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

@bill2009utube 2 жыл бұрын

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

@momiiskitchen400 2 жыл бұрын

Great video 👌👌

@arielshadrac1778 2 жыл бұрын

Amazing ✨✨

@merveozdas1193 2 жыл бұрын

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.

@BCT_AbhishekG Жыл бұрын

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

@pizzapepperoni4819 Жыл бұрын

THANK YOU SO MUCH

@सत्यमेवजयतेTruthAlwaysTriumphs Жыл бұрын

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?

@ronaldmontanomendoza9888 2 жыл бұрын

Works well!! DANKEEE

@rakshithaj673 Жыл бұрын

Which algorithm have u used ?

@user-ie6rx8ko4d Жыл бұрын

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

@lekanthefirst Жыл бұрын

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

@musiccreation3807 Жыл бұрын

What algorithm do you use?

@nguyenang6309 7 ай бұрын

Thank you, sir!

@ahmetcan149 Жыл бұрын

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?

@MateResuelve18 8 ай бұрын

una pregunta usas pycharm profesional o edition??

@mahmodaldahol 2 жыл бұрын

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

@blindhack7967 8 ай бұрын

thanks sir,you are great

@rexyissexy6203 11 ай бұрын

This is amazing❤️

@rohitchan007 Жыл бұрын

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

@shehryaramir9849 Жыл бұрын

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??

@garrpenuyol4829 2 жыл бұрын

Thanks Bruu

@legion4924 2 жыл бұрын

Sir, what method does this project use?

@vergelfajardo9964 2 жыл бұрын

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

@hruthikchavand5148 11 ай бұрын

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

@kiaraagustinaalegreencinas9458 10 ай бұрын

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 10 ай бұрын

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

@srivajradigitalstudiostudi8933 2 жыл бұрын

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

@ronakdubey581 Жыл бұрын

Can someone please tell me if I want to add all the character from A-Z do I have to train all those at same time or is there any other method

@NadanasserShalaby-rx5tu 7 ай бұрын

what should I add to detect two hands together?

@greendsnow 2 жыл бұрын

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

@hhhggg3610 2 жыл бұрын

Thank you Boss

@jayakamalabeysekera8951 2 жыл бұрын

Thanks brother

@lokashakthi8710 Жыл бұрын

Awesome content Thanks a lot :)

@adamputra8288 Жыл бұрын

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

@gauravtewari6434 8 ай бұрын

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

@kelurahan.gunungparang 2 жыл бұрын

how about if we want to train data by two hands?

@salarb4015 2 жыл бұрын

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 Жыл бұрын

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

@hjj805 Жыл бұрын

Can someone say what algorithm is used here?And can we have the code for the model that we download?

@kamalbajetha9364 Жыл бұрын

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

@judetenga2148 2 жыл бұрын

Hello I purchased your computer game development advanced course. But it does not come with a github link. Can you add a github link to that?

@Lofi_Relaxxx 2 жыл бұрын

what package should we install???

@MAhsan-vm2on Жыл бұрын

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"

@billymays232 2 жыл бұрын

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

@silpaalapatt2087 Жыл бұрын

can i do this as a deep learning project

@keithxavierybato3182 Жыл бұрын

Can you do the letter like typing into sentence

@monkameddy1166 Жыл бұрын

How can we check the accuracy percentage of this algorithm?

@dogukantombul1045 11 ай бұрын

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

@qhhtiktok5999 2 жыл бұрын

Can you guide me on how to recognize copyright from videos?

@Rahul_OvO_9 Жыл бұрын

thanks you

@ezzdeen9374 2 жыл бұрын

هل يمكن ان توضح طريقة معرفة الألوان بحيث يمكن ان معرفة الالوان وتسميتها

@nishamiavlogs3991 2 жыл бұрын

it looks good

@convolutionalnn2582 2 жыл бұрын

What are maths require to become Research scientist in computer vision?

@shreyashwakte8579 Жыл бұрын

sir the teachable machine website is cracking while I am training a dataset A-Z of 1000 images/class is there an alternative for this plz help.

@thembelihlemncube3280 Жыл бұрын

Hi, how to crop two hands image

@andremrsad Жыл бұрын

what methode is used in this project?

@DBZMacky 2 жыл бұрын

Can you make it translate this? 🙏✌️👌💁

@rocklee3254 Жыл бұрын

can we do it for all alphabets?

@Life_With_Nature_ Жыл бұрын

can we add this model to mobile application?

@akshitnagpal4096 8 ай бұрын

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?

@Eswar. 2 жыл бұрын

what are the prerequisites?

@rifkifajarnugraha8788 Жыл бұрын

what software programing is used?