Sign Language Detection / Python Projects with Priyansh

[@priyanshchhabra]

For any issues you can contact me through my telegram : t.me/PriyanshChhabra

[@mansoorsahito6510]

Bro i have an isssue Mane Model bna ker usko add kia he per code apni pehle wali state ma run ho rha he jese wwithout model run ho rha tha kindly help

[@priyanshchhabra]

Okay so let me explain , many comments are mentioning that i took this code from somewhere and all … guys i feel it’s disrespectful to me because if you haven’t read the caption carefully it should be none of my business but i still have a say on it that i have mentioned Murtaza’s workshop as my reference in my caption since day one of publishing and i too learnt from him . I just wanted to help other people out there who are facing difficulties to find a good video ( as i have used different kind of dataset ) . Thanks

[@salsabilafirus9413]

I have question Priya, do you make a new env for part install tensorflow? Cause i see that name of env different, for first is myenv and the second like my_env

[@priyanshchhabra]

Okay so create a single venv only i was facing some issues thats why i made new one

[@salsabilafirus9413]

Big thanks pri, Ohh yeah i have 1 question again, can we check accuracy like use confusion matrix for the model or we can't ?

[@salsabilafirus9413]

​​​@@priyanshchhabra need help, i got stuck in test, can i know pip list your new env for test? Or can you let me know how you setup your env for test

[@priyanshchhabra]

@@salsabilafirus9413 sorry for delay do you need any help ?

[@AfroDemoz]

bro I have not finished the tot yet but you are the best teacher

[@SABEDIT2914]

Hey.. I just complete this project.. thank you so much 🙂

[@natarajm9662]

Can you help me ??? Its urgent bro

[@rishabhchaurasia4639]

✦ Introduction to Sign Language Detection project 00:15 Project involves data collection and installing necessary libraries like OpenCV, CV Zone, NumPy, and MediaPipe Key libraries imported include CV2 for OpenCV, hand tracker module from CV Zone, and numpy ✦ Setting up video capturing and folder selection 04:39 Capturing video using OpenCV and setting up hand detection parameters Selecting folders and starting data collection process for sign language detection ✦ Weight Calculation in Image Resize Process 14:50 Calculate weight based on image size and height Adjust image resize shape and incorporate weight calculation ✦ Working with height and weight calculations 18:55 The process involves resizing the image and then performing height calculations. Further, the video discusses displaying and cropping the image in the implementation. ✦ Activating Virtual Environment and Installing Packages 26:35 The process of opening and activating the virtual environment using command prompts. Encountering errors and resolving issues related to package installation and imports. ✦ Collecting sign language data using Python 31:49 Sign language detection project involves collecting images for different signs Utilizing keys to collect and store data for each sign ✦ Training sign language detection model with two classes 39:39 Model training process includes selecting classes, preparing training data, and setting training parameters like epochs and batch size Model accuracy can be tested by inputting 'hello' and 'thank you' with high accuracy results ✦ Training and using the main model in the program 43:41 The model used in the program was trained for 300 epochs with collected data Adding a new file test.py and adjusting the path for Keras model and labels ✦ Expressing gratitude and announcing future projects 51:45 Expressing gratitude for support received for the current project Announcement of upcoming projects post examinations

[@codew_rhp]

did u find accuracy precision, recall and f1 score?

[@Maxisnice]

Heyy..loved the project ,but after training the data in techable machine I'm not getting correct prediction for some signs.Can you please help me with this.

[@palaksrivastava8969]

same issue occured , did you solved the issue

[@adizZz..]

can you please tell how to add more different types of sign language images to the existing dataset

[@priyanshchhabra]

Use the data collection code in the same way we used and add as many images as you want

[@adizZz..]

@@priyanshchhabra can you please share your instagram id or mail id to contact with you...

[@nimshafernando9290]

@@priyanshchhabrais there a way that we can make this into a mobile app or is it responsive on all mobile devices ? And lets say i want to just show the letters to form my sentence if we are doing that , how could we add sort of an text box below the video to show the letters formed using the signs eventually creating a sentence please ?

[@DenizYardımcı-l6d]

I love this video but I have a question. When I apply the same code (also the same things) in my visual studio, every time my camera do not open. I check the drivers and packages but my camera do not open? Can you help me for this issue brother? Thank you.

[@priyanshchhabra]

Are you using windows or MacOS ?

[@ArielGamao-jw7yp]

Thanks for this video. very informative

[@dhrroovv]

at 25:07 you have written a line of code 'cv2.imwrite(f'{folder}/Image_{time.time()}.jpg', img_white)' here img_white is not even in the scope. how can it work? though it worked, but i wanted to know how?

[@golden4665]

what python libraries and versions do you use for this project Brother

[@srishti4083]

I have tried doing from murtaza in pycharm but i am always going through the problem of Depthvise erroe{'group 1'} because of tenserflow versions.. Please help ASAP as i have to give this as my minor project

[@priyanshchhabra]

Tensorflow version: 2.12.0 or 2.14.0

[@Vasudevdeva-r7e]

Brother you gave me the best video in my situation thanks a lot and can you play say how to add more words

[@priyanshchhabra]

Thanks a lot . Create a directory of the word you want to add in data directory and use data collection code to collect the data

[@gurudharshini6730]

Bro I have completed the project .Thank you 🥰😇

[@amihulk]

Bro i need this project can u share the full zip file with all the data @gurudharshini6730

[@amihulk]

Need help

[@SABsITVidhyalaya]

Hey..it couldn't open the camera at the end..what should I do

[@pavanim7765]

@@SABsITVidhyalaya same situation

[@oviyaa6082]

How we should implement it in tamil Dravidian language?

[@SanjayS-w5o]

is there any limit in creating dataset for collecting images??

[@priyanshchhabra]

No you can collect as many as you want

[@prathampal_singh]

your code is exaclty similar to Murtaza's Workshop code on hand sign recognition.. might say its exact copy even words like imagewhite , imagecrop ,bbox and S key for screenshot

[@priyanshchhabra]

See the description box bro

[@danielmichaelboica4259]

Can this approach be also combined with an speech synthesis API for sign language from video to text and text to speech ?

[@priyanshchhabra]

Yes , use pyttsx3 library for it

[@geshanmahawatte7301]

can i add an existing dataset that available in my pc to teachable machine and if so how to do it. btw great work ❤

[@thequestchronicletv]

bro pls can u reply how did u get that model folder which u said u saved before? pls tell me asap as i have my viva in a few days.

[@priyanshchhabra]

Just after downloading it from teachable machine my folder was created in my downloads

[@thequestchronicletv]

@@priyanshchhabra That's fine. but now im getting error 'set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.' and 'Unable to synchronously open file (unable to open file: name = 'keras_model.h5',....'. what should i do now.

[@meenakshijha9281]

@@thequestchronicletv me too getting that error yrrr

[@imlio3312]

@@thequestchronicletv how did you fix it

[@ffnoway1058]

@@thequestchronicletv mee too could you finded the solver of that error

[@realnicorobin8798]

here's the problem This is not word level sign language word level sign language needs to recognise gestures, say touching your face with your pointer finger is the word thinking, also there exists 2 hand gestures (a lottt of them) we are making something similar for our project. any tips? do you know how we can record gestures? say a set of 40 frames makes 1 gesture

[@neiljoseph3594]

Hello bro I got this error: TypeError: Error when deserializing class 'DepthwiseConv2D' using config-{'name': 'expanded_conv_depthwise', 'trainable': True, 'dtype': 'float32", kernel_size': [3, 3], 'strides': [1, 1], 'padding": 'same', 'data_format': 'channels_last', 'dilation_rate': [1, 1], 'groups': 1, 'activation': 'line ar', "use_bias': False, 'bias_initializer': {'class_name': 'Zeros', 'config": {}}, "bias_regularizer': None, 'activity_regularizer': None, "bias_cons traint': None, 'depth_multiplier': 1, 'depthwise_initializer': {'class_name": "VarianceScaling', 'config': {'scale': 1, 'mode': 'fan_avg', 'distribut ion': 'uniform', 'seed': None}}, 'depthwise_regularizer': None, 'depthwise_constraint': None}. Exception encountered: Unrecognized keyword arguments passed to DepthwiseConv20: can you pls help me with it.

[@SABEDIT2914]

By the way which sign language is this??like Indian, British

[@SABEDIT2914]

which reference you used in this..can you please tell me..!!

[@priyanshchhabra]

Its there in my description box

[@neiljoseph3594]

Hello bro i am getting module not found error: cvzone not found. What to do bro?

[@kaifhussainattar7578]

Bhai okay ka liya kya sign hai???

[@AIFrontier914]

thanku you sir 😍😍

[@salsabilafirus9413]

I got stuck in test, with error ImportErorr :DLL load failed while importing _pywrap_tf2: A dinamic link library (DLL) initialization routined failed please, help me

[@rockstarsai19]

using python:3.8 to solve this problem

[@ravikishor2525]

Bro i wanted to deploy this in cloud is that possible....? if yes how can i do that....? pls help me in this..! btw project too good with simple explanation...!

[@rajipokuri2002]

Which key need to press to take pics or images

[@shahbazansari623]

s

[@nolansg_fpv]

Are u possible to implement this using yolo v8

[@AmmaraIqbal-y9e]

I am having DLL load failed while importing _framework_bindings error. Please help me with this . I have my project submission next week😢

[@RasoolMotivale]

The images are not located in the hello folder.. Even I put the path properly. Plz help me.. ☹️😩😖😭😭😭

[@tanishan870]

Exception encountered: Unrecognized keyword arguments passed to DepthwiseConv2D: {'groups': 1}

[@murtazahaider8773]

Use tensorflow version 2.12.0

[@abhilashmehta1957]

bhaiya mere same project hai 16 ko subject krna hai par yrr error par error aaa rha hai apka project le ke bhi try kar liya tab bhi error aaa rha hai

[@frenchy_356]

At the end, the code is unable to open the file for keras_model.h5. How might I resolve this? Iam on windows. What is the directory path for keras and the labels?

[@karthikgururajan1131]

facing the same error , found any solution mate?

[@rajipokuri2002]

I tried to install media pipe but its not working giving errors

[@shykhabdull52]

Bro Piyansh please help me I also followed entire Murtaza bhai project for ASL detection. It's only working for few classes and not all 35 American Sign Language classes. What do you suggest? I have trained 200 images per letter with Default Epoch and everything but model giving me wrong results

[@priyanshchhabra]

see if you are watching Murtaza's workshop then you are on right path . just follow the same pattern but sometimes the thing is that accuracy does not match our expectation so try to train your model with more images and create a new file using google teachable machine .

[@priyanshchhabra]

if it still do not works let me know I have a second way too.

[@manvigupta1938]

mediapipe not being installed python version 3.12.1

[@anushkapawar2508]

same problem with me

[@priyanshchhabra]

the best way to tackle error is use Ai tools such as Chatgpt . I am sure you will overcome the errors. as per in my case I didn't have issues while installing mediapipe.

[@manvigupta1938]

@@priyanshchhabra thanks for replying.....but I already did this...tried with other versions of python too...but no avail

[@narasingaraojvse5723]

Did the issue resolved bro

[@manvigupta1938]

@@narasingaraojvse5723 nope

[@imlio3312]

It’s showing error everytime I clone from github

[@lakshkhanna8837]

👌👌👏👏

[@nimshafernando9290]

Hi bro , if another person starts to use the signs as you did , will it still show a result or will he have to upload the pics and undergo the same process as the user before ?

[@priyanshchhabra]

It will work with every person

[@silaandrew]

Hey bro... am Danny From Tanzania please i want to ask that what is the function of virtual environment in sign language project?? and can i run the project without opening virtual environment???

[@silaandrew]

hey bro why so silen

[@silaandrew]

hey bro why so silen

[@snehpaghdal]

Brother can we make a sentence by adding all this words?

[@dewaynetay9369]

Hi bro, is it possible for you to make a video on integrating it into a website as well? Love your vid🤟

[@pchow68]

Is there any use of Machine Learning Concept in this Project..Btw Really Great Project

[@nitheshkumar2806]

bro which version of python you used

[@Maxisnice]

Any version will go.Use latest one

[@madhushrikarekar4940]

I want to do this project but I'm not getting all things should be there in my machine like with python with all libraries I've to install so that I can build this project... please help me🥺

[@priyanshchhabra]

Okay so there are four major libraries.. I am writing commands here which are needed to be written in the terminal: Pip install mediapipe Pip install cvzone Pip install opencv Pip install tensorflow

[@krishnashrivastav9418]

Bro, I couldn't find the data images, please provide it

[@StarPlayzYT7]

PLZ HELP ME I M GETTING IMPORT DLL FAILED FRAMEWORK BINDINGS ERROR

[@Unboxing6013]

Can you mentioned how many languages u used here

[@shahbazansari623]

python

[@TinLee99]

the nice video

[@htsongs4528]

Bro I am having opencv error Either I hv installed it well

[@outthere648]

i want to capture both hand at once what update i need to make beacuse in whiteimg it is only capturing 1 hand

[@lohithm775]

As he mentioned at last he choose only for one hand but in code u can add both hands

[@vlog.fabfest_trm]

So I will have to collect my own data now or?

[@priyanshchhabra]

Yes

[@LAMBRINTORENATOB.JR.]

hello bro, can you help me to fix my error that can i use in windows

[@kavir2583]

Bro 7:20 your going another page I don't know what is that page why we use

[@manonop6528]

bro i can put 2 hand or not pls

[@HarshithaUV]

Heyy I'm facing exception encounter error...? Can you please help me to solve. I don't have tym i need to submit the project before 21/6/2024 plsssss rply me fast

[@priyanshchhabra]

Send me the ss on [e-mail]

[@ITRAiswaryaS]

I am facing errors in keras_model.h5 please tell how to resolve

[@priyanshchhabra]

I can provide you my model if you want that text me on my mail

[@iampgupta]

excuse me sir there is some problem to not run test.py in my compiler, soo can u give the all libraries which u used

[@priyanshchhabra]

Mentioned in the video

[@rajkumarmandal2249]

okay ka sign kya hai

[@karthikeyans5076]

Exception encountered: Unrecognized keyword arguments passed to DepthwiseConv2D: {'groups': 1} Help ! while running test.py.

[@viratsharma910]

Bhai fix hogaya ka error

[@dhrroovv]

@@viratsharma910 similar error occcured for me as well. any solutions?

[@dhrroovv]

and i think the main problem is in some file in virtual environment.. as it seems from the first line of the error.

[@dhrroovv]

some one in the comments has said that tf version should be 2.12.0 try that to fix the issue.

[@mazenmaher4636]

hi bro i have a problem after the camera open and take a photo the photo not saved in the folder and i am sure that the path is correct

[@priyanshchhabra]

Make sure the virtual environment is present

[@mazenmaher4636]

thanks bro it works@@priyanshchhabra

[@karthikd3577]

My test.py file is not running on vscode. Any suggestions?

[@priyanshchhabra]

Make sure you are having virtual environment

[@frenchy_356]

Will this tutorial work for Windows? What changes would I have to make? Also how to setup virtual environment?

[@priyanshchhabra]

Yes it works on windows as well and for venv just what i did

[@frenchy_356]

@@priyanshchhabra Thank you!

[@tanishan870]

cv2.error: OpenCV(4.9.0) D:\a\opencv-python\opencv-python\opencv\modules\imgproc\src esize.cpp:4152: error: (-215:Assertion failed) !ssize.empty() in function 'cv::resize'

[@DEMONGOD2409]

bro i am getting some errors in testing code

[@SABEDIT2914]

In the end it didn't open the camera

[@priyanshchhabra]

Which camera you are using ?

[@SABsITVidhyalaya]

If we use that laptop cam..then..

[@Sky5YT]

@@priyanshchhabra macbook ka cam nahi open hora

[@hitanshiartandcraft4054]

👌🏻

[@karthikd3577]

Is this made in ML ?

[@priyanshchhabra]

There is only a slight use of ML which is done with the help of teachable machine

[@karthikd3577]

@@priyanshchhabra I am not able download mediapipe

[@nisargpatel570]

bro this error occuring please help! TypeError: Error when deserializing class 'DepthwiseConv2D' using config={'name': 'expanded_conv_depthwise', 'trainable': True, 'dtype': 'float32', 'kernel_size': [3, 3], 'strides': [1, 1], 'padding': 'same', 'data_format': 'channels_last', 'dilation_rate': [1, 1], 'groups': 1, 'activation': 'linear', 'use_bias': False, 'bias_initializer': {'class_name': 'Zeros', 'config': {}}, 'bias_regularizer': None, 'activity_regularizer': None, 'bias_constraint': None, 'depth_multiplier': 1, 'depthwise_initializer': {'class_name': 'VarianceScaling', 'config': {'scale': 1, 'mode': 'fan_avg', 'distribution': 'uniform', 'seed': None}}, 'depthwise_regularizer': None, 'depthwise_constr Exception encountered: Unrecognized keyword arguments passed to DepthwiseConv2D: {'groups': 1}

[@meenakshijha9281]

same error yrrr !!!

[@nisargpatel570]

@@meenakshijha9281 had it been resolved?

[@meenakshijha9281]

@@nisargpatel570 khn yrr

[@meenakshijha9281]

@@nisargpatel570 tumhara huya?

[@nisargpatel570]

@@meenakshijha9281nhi yarr, changed to other videos (methods) of same project but kahi na kahi error pe pura project atak jaata h and nhi ho paa rhi resolve. Tried many things like going throught stack overflow, github query section and all.....

[@Divyavasanta]

Hey...Can you please help me to resolve this error. imgResize = cv2.resize(imgCrop, (wCal, imgSize)) cv2.error: OpenCV(4.9.0) D:\a\opencv-python\opencv-pythopy", line 35, in n\opencv\modules\imgproc\src esize.cpp:4152: error: (-215:Assertion failed) !ssize.empty() in function 'cv::resn\opencv\modules\imgproc\src esize.cpp:4152: error: (-215:Assertion failed) !ssize.empty() in function ize' I have tried a lot to correct this error but it is poping again and again after my code starts running for 30 sec and then the camera stop working and this errors shows up. Please help me with this. I really need help to solve this.

[@vincemagampon494]

Just update your code to this: imgCrop = img[max(0, y-offset):min(y + h + offset, img.shape[0]), max(0, x-offset):min(x + w + offset, img.shape[1])] it worked on me.

[@AshokKumar-j6t2v]

​@@vincemagampon494 Thank bro it worked for me 🥳

[@ikf937]

when i writr pip it be com problems can u help me ?

[@priyanshchhabra]

Send a screenshot on my mail [e-mail]

[@ikf937]

@@priyanshchhabra Do you have a telegram ?

[@raviyadav7615]

Not able to install mediapipe

[@priyanshchhabra]

Upgrade your pip and type “ pip3 install mediapipe “

[@narasingaraojvse5723]

Bro mediapipe is not installing

[@priyanshchhabra]

Try with pip3 and make sure your pip is upgraded

[@sarahGoran-xr2md]

can you give the zip of folder Data?

[@priyanshchhabra]

Contact me on [e-mail]

[@sarahGoran-xr2md]

@@priyanshchhabra I sent massge

[@codebreakerexperts]

hello bro

[@nafeesarihana9955]

bro this teachable machine is not giving me correct answers i have given 5 classes with more than 200 pictures each what to do

[@swarupgole2591]

Same issue pls help

[@DupthalaBharathKumar-sn2ho]

hey can u help me out priyansh chabra plzzzzzzzzzzzzzzzzz

[@priyanshchhabra]

Yaa tell me

[@DupthalaBharathKumar-sn2ho]

@@priyanshchhabra my laptop is windows ,,,,, can u tell me process of execution plz .. i downloaded zip file of urs code

[@gurudharshini6730]

bro help mee to solve the error File "c:\Users\gurud\OneDrive\Documents\Final Year Project\sign1.py", line 32, in imgResize = cv2.resize(imgCrop, (wCal , imgSize)) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ cv2.error: OpenCV(4.9.0) D:\a\opencv-python\opencv-python\opencv\modules\imgproc\src esize.cpp:4152: error: (-215:Assertion failed) !ssize.empty() in function 'cv::resize' Plssss....Plsss🥲🥲🥲🤧🤧

[@priyanshchhabra]

Bro here is some or the other location error

[@priyanshchhabra]

Okay so do this project in a virtual environment please

[@vanshoberoy1886]

Cv zone not working bro