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pravKotte/sign-language-recognition

sourceHugging Faceupdated 5mo agoView on Hugging Face
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App README

Sign Language Recognition

A deep learning-based sign language recognition system built using TensorFlow, OpenCV, and Streamlit.

Features

  • —Upload video input
  • —AI predicts sign/action
  • —Deep learning inference using trained .keras model
  • —Web deployment with Streamlit

Tech Stack

  • —TensorFlow
  • —OpenCV
  • —NumPy
  • —Streamlit

Run Locally

bash
pip install -r requirements.txt
streamlit run app.py

Model

The model was trained using sequence-based video classification with deep learning architectures.

Deployment

Deployed using Hugging Face Spaces.