Indian Sign Language recognition (ISL) for deaf and dumb people with python using Bag of words

[@menfra]

Excellent Kartik...The sky is just the beginning...

[@karthikeyubusa5630]

Thanks a lot Franky 🤝.. Haha, yea sky is just the beginning .. 😉

[@jeelnathani8335]

I tried your project. I solved all errors I was getting on my machine. In my project, I tried using 1200 images per class but it got freeze, so I tried using 800 images per class. GUI is also working fine but model is not predicting correct gesture. Please help

[@bhanuhackz82]

Awesome,You're the inspiration for the Next Generation Engineer's 😅

[@karthikeyubusa5630]

Thanks bro, so do you. ❤️

[@ranjithqwerty8619]

Wonderful work to watch... Pressed the bell Icon... Happy to hear its ring on my phone further...

[@karthikeyubusa5630]

Hehehe.. Thanks mama ❤️ .. Soon you'll get more notifications then 😂😂

[@shravanikatte4975]

Woahh great and excellent work😍😍, such a talented person you're 🤩💯

[@karthikeyubusa5630]

Haha, so do you ...and you are the inspiration 😋🤝🙌

[@janvipatel4807]

Hello sir, your project is fantastic. Can you please make video on whole project explanation. Because i am facing some error and i want to know exact flow to run the project. Please sir it help me a lot.

[@laherikapuppala1758]

Fantastic work annaya... 👏🏻👏🏻👏🏻👏🏻👏🏻👏🏻👏🏻👏🏻!!!!

[@karthikeyubusa5630]

Thank you soo much Chelle 🙌🤝

[@shravanikatte4631]

Hayee hayee Karthik rocksss🤩😋

[@karthikeyubusa5630]

Ayyyayoooo 😂😂 🙊

[@shahdsg4527]

awesome !! please do it for words that can be set of gestures !!!

[@AGUDIMETLASATYASAIJAYANTH]

Awesome bro your project is excellent but could you explain why you used k means algorithm for labelled data(supervised data)

[@karthikeyubusa5630]

Thanks brother! I have used bag of visual words model for classification. So, in the initial step SURF features were extracted of all the images. Next step is to cluster all these SURF features which are similar to make a visual vocabulary. It’s unlikely possible for humans to find all similar feature descriptors for all the images. So, the K-Means clustering algorithm can be useful in this step.

[@epic.animeop]

@@karthikeyubusa5630 thanks bro

[@jyotipatidar1925]

Hello sir, Can you please make video on whole project explanation . Please sir please it help me alot.

[@epic.animeop]

can you please explain why you have taken clustering factor of 8

[@karthikeyubusa5630]

Hi. There is no specific rule for it. The rule of thumb is to use clustering factor = 10. But I used 8 because I got better results using it. You can try a different clustering factor also. If you have any further doubts, please visit blogs that I mentioned in the GitHub readme.

[@shaniakhan7995]

Hi really liked ur concept so implement it. But I minimize my dataset till 300 images in each data set because memory issues . Even the background is black and lightning is fine it is not predicting the correct gesture. Even threshold window not showing satisfactory edges. So do I need to change any parameter ? Please reply soon I am out of time already

[@pardhasaradhi6427]

Same problem

[@adarshm1146]

Excellent work but how did you solve the SURF problem

[@karthikeyubusa5630]

Hey, I guess you should have solved it by now by downgrading the open cv version. SURF and SIFT algorithms are not included in the latest version of open cv.

[@adarshm1146]

Thank you

[@karthikeyubusa5630]

@@adarshm1146 you are welcome 😊

[@adarshm1146]

@@karthikeyubusa5630 did you refer any paper?

[@karthikeyubusa5630]

@@adarshm1146 No. I referred to some online posts. The sources are mentioned in the GitHub readme file and we are also publishing a paper on this. Soon, I will add the link to paper once it gets published.

[@kamyakamya1874]

In your GitHub repo you provided American sign language dataset, why is it so when work on ISL is done🤔

[@nidhinbabu9451]

Hey sir.. Great video.... Can u please tell where did you get the dataset for the indian sign language.

[@kashishnaqvi5639]

Hey did you get it? I m trying

[@aravind-haridas]

The dataset can be found in the GitHub repo within the README file.

[@poojaprasad532]

Hello.. Thanks for the video and helped me a lot. I just had one doubt ..when running recognizegesture.py it shows the first 2 windows but doesn't recognize my hand actions or doesn't show any text or result.. also cannot see the edges window ..please help🙏🙏

[@amessit10]

@@unmeshpatil3808 press p to start

[@LincolinARanee]

Hey what key did you press to open that edges window?

[@sss304-kv3lh]

Bro i couldnt get access to the code through github would you share pdf please.

[@minhafatima4143]

I am doing this project for mca final year.but I can't get accurate output tho...there is no errors.could it be a webcam issue or something?can you help me with this please?

[@karthikeyubusa5630]

Hi. Sorry for the late reply. It depends on many factors. Unfortunately, our system can not recognise if the gesture has different background other than black and if lighting conditions are not good. The reason behind this is, I have used the train data for the model with same black background and I captured them all in outside light. If you want to test it, please put gesture infront of black background like I have shown in the video in bright light conditions. And you can also change the dataset and use your own collection of pictures to train your data. Thank you.

[@minhafatima4143]

@@karthikeyubusa5630 thank you.i have tried it in black background and in bright light conditions.though it works, it shows only some alphabets accurately.i will try to do the second option u proposed

[@kashishnaqvi5639]

@@minhafatima4143 hey can you tell me how it worked and your OS?

[@kathyayanibusa8639]

Super anni 😍

[@karthikeyubusa5630]

Thank you kathya 🤝❤️

[@ahmedalsurmi6289]

dude is there any other way to contact you other than email, because I've been sending emails , but i assume you're not getting them somehow, it's urgent please. thanks in advance

[@shreyaskeny6441]

Hey @Karthikeyu Busa need help in running these files

[@Shivya008]

can u provide me full tutorial for this...?

[@ahmedalsurmi6289]

what an astonishing work i had a problem with opening the gesture window even though my camera light is open , but nothing appears when i run the code , i have sent you an E-mail i hope you could help me out as soon as you can , thanks in advance.

[@rishikesh6573]

Hey did u solve it am also facing the same error

[@Tanmaygaming0406]

while running recogniseGesture.py error: list outof bound

[@saikiranreddy6735]

did it worked ?

[@someshmishra6636]

needed your help bhaiya. should i directly run imagePreprocessing.py? also i am getting errors in that file.

[@puneetgarg4444]

I am also getting error in running this file . Can you help me out

[@someshmishra6636]

bhaiya can you please tell what are the packages to be installed. i am getting a lot of errors while running in pycharm. also what is the procedure to run the program. tomorrow is my project review. needed your help bhaiya urgently. thankyou.

[@gauravavhad9549]

Us bro us

[@kiranbethi9763]

🤟🤟🤟

[@444haluk]

What do you mean "dumb"?

[@pahadiasd5992]

I am getting error in PATH of image processing.py

[@saurabhshukla3025]

bro project run hua??

[@pahadiasd5992]

@@saurabhshukla3025 nope it's showing eroor again and again in PATH i even tried changing and creating an new PATH but the same error appears everytime

[@saurabhshukla3025]

@@pahadiasd5992 koi aur code hai gesture recognition ka terepe??

[@pahadiasd5992]

@@saurabhshukla3025 working on that only

[@Tanmaygaming0406]

hi karthikey, can you help me regarding running this project? please contact me asap...its urgent...

[@karthikeyubusa5630]

Yea, Where are getting the error while running the project ?

[@Tanmaygaming0406]

Getting memory errot

[@Tanmaygaming0406]

Can we connect through skype?

[@Tanmaygaming0406]

Scikit learn is installed , but not working sklearn.cluster

[@Tanmaygaming0406]

Few errors i'm getting plz help me out.. Its urgent

[@oviyaa6082]

Do you have tamil sign language to text convertion