ASL Sign Language Detection Using CNN | Deep Learning | Python | Tensorflow

ASL Sign Language Detection Using CNN | Deep Learning | Python | Tensorflow

In this video, I'm giving a tutorial on making a sign language detection model using CNN( Convolution Neural Network) (Deep Learning neural network architecture) in Python and Tensorflow.
In this, I'm using Google Colab to train the CNN model.

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Tool Used:
Python - 3.10.7
Visual Studio Code( Vs code)
Google Colab

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Library/Modules/Packages used:
opencv (pip install opencv-contrib-python)
tensorflow (pip install tensorflow)
keras (pip install keras)
splitfolders (pip install split-folders)

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Dataset Used:

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Source Code:

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[sarahshazmeen]

ima thank you in my graduation speech. you helped alot man thaknkyou for existing

[ManvithaRKabbathi]

Really helpful I will get full marks because of you, thank you so much<3<3<3.

[myprojectsprograms]

Thank you so much it will be very useful for other ❤❤❤

[prernajoshi]

Brother you might just save my grade here, I made a model but it's not working as well so hopefully following yours will help

[PrassuVkook]

Sir please reapond how to get sign language detection json file

[karthikeyanr]

Man how to add our own data an d also words detection as well?

[AmandeepSingh-ctys]

very good work. It really helped me a lot.

[ashirali]

sir sign language to text and audio project video chaiye using cnn

[sylviasid]

hey we are doing this for our BE project for final year and i had some doubts..
1. we are working with indian sign language. will this model be able to work for all alphabets(for around 26000 images in total) and will it work for words too?
2. if we want to give front end to this will it be possible and what do we use?
3. we will also add text to speech conversion so will that be possible with this output? and also if we can spell out words alphabet by alphabet.
sorry for so many doubts.. thanks for the video!

[lunatik]

bro, realtimedetection me yeh wala error aaraha hai👇
UnicodeEncodeError: 'charmap' codec can't encode characters in position 19-38: character maps to <undefined>
iska koi solution batana

[coversong]

sir es per bss A, B, C, D detect karta hai ky

[mansipatil]

Hello, can you please help us, we are doing project on British sign language, but facing so much of issues...

[coversong]

si r yek project real time sign detection and text recognition per yek video banaye , or usme hello, good morning, good night and other so many sing add kare plz sir

[karishmasingh]

Which version of Keras you are using??

[Prasannaaasayi]

But it is not giving as accurate results as u were showing. It is showing either S or M. Are we doing anything wrong?
Please reply

[Shambhu]

I m getting the error of Class name sequential could not locate....Could you please tell the solution for it...i think it's having some issues in the json file

[arpanbajpai]

logits and labels must be broadcastable: logits_size=[128, 6] labels_size=[128, 26]
[[{{node What to change now?

[ITRAiswaryaS]

How to download png images into my folder

[karishmasingh]

I have followed all steps but at last while running realtimedetection.py it is showing error that Could not locate class 'Sequential

[arpanbajpai]

Bro tumne CNN model mei classname kaise define ki like agar mai 6 se zyada classes chaahu toh kya karu?