Sign-Language-Translator

This model is designated to translate the sign language used by voiceless people(mute) to audio using deep learning, computer vision and Image processing Techniques.

Sign Language refers to

Model:

1. Image Access through webcam using opencv
2. Predict the Image using trained CNN model. Model
3. Process the prediction and display back using opencv

Architecture:

Dataset:

Kaggle ASL Dataset

Class Id's:

class_labels = ['A','B','C','D','E','F','G','H','I','J','K','L',
               'M','N','O','P','Q','R','S','T','U','V','W','X',
               'Y','Z','del','nothing','space']

Model Analysis:

• Total Epochs: 60

Plots:

• Accuracy Plot

  

• Loss Plot

  

Demo:

Image Demo:

GIF DEMO:

Video Demo:

Proceed to: Video

Feedback

Please provide your feedback by mailing to (varunrail1111@gmail.com) and Please bring to my notice if any mistakes were made.