https://github.com/uni-creator/real-time-sign-language-recognition
This project implements an LSTM-based model for recognizing sign language gestures, specifically targeting actions like 'hello', 'thanks', 'nothing', and 'I love you'. Using PyTorch, it processes sequences of hand gestures, trains the model, and evaluates performance through confusion matrices and probabilities.
https://github.com/uni-creator/real-time-sign-language-recognition
ai-for-accessibility asl-translator computer-vision deep-learning gesture-recognition lstm machine-learning python pytorch sequence-classification sign-language-recognition sign-language-translation
Last synced: 30 days ago
JSON representation
This project implements an LSTM-based model for recognizing sign language gestures, specifically targeting actions like 'hello', 'thanks', 'nothing', and 'I love you'. Using PyTorch, it processes sequences of hand gestures, trains the model, and evaluates performance through confusion matrices and probabilities.
- Host: GitHub
- URL: https://github.com/uni-creator/real-time-sign-language-recognition
- Owner: Uni-Creator
- License: mit
- Created: 2024-09-20T10:37:55.000Z (8 months ago)
- Default Branch: main
- Last Pushed: 2025-03-23T09:28:46.000Z (about 1 month ago)
- Last Synced: 2025-03-23T10:26:07.623Z (about 1 month ago)
- Topics: ai-for-accessibility, asl-translator, computer-vision, deep-learning, gesture-recognition, lstm, machine-learning, python, pytorch, sequence-classification, sign-language-recognition, sign-language-translation
- Language: Python
- Homepage:
- Size: 2.12 MB
- Stars: 3
- Watchers: 1
- Forks: 0
- Open Issues: 0