🤟 ASL Recognizer: A real-time American Sign Language translation system utilizing MediaPipe for hand-landmark extraction and Deep Learning for gesture classification.
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Nov 7, 2025 - Jupyter Notebook
#
asl-recognition
Here are 18 public repositories matching this topic...
Real-time Sign Language Recognition system using a CNN model to translate 36 hand gestures into text with 95%+ accuracy.
python opencv machine-learning computer-vision deep-learning tensorflow numpy keras python3 artificial-intelligence gesture-recognition hand-tracking edge-computing tflite mediapipe sign-language-detection asl-recognition
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Apr 4, 2026 - Jupyter Notebook
Machine learning based sign language recognition system that detects hand gestures and converts them into text and speech.
python opencv machine-learning text-to-speech computer-vision tensorflow gesture-recognition sign-language-recognition mediapipe asl-recognition
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Mar 6, 2026 - Python
Real-time Hand Sign Language Detection System using Teachable Machine, TensorFlow, OpenCV, and CVZone. Recognizes ASL alphabet gestures (A–Z) through webcam-based hand tracking and deep learning.
python opencv machine-learning computer-vision deep-learning tensorflow keras asl sign-language artificial-intelligence image-classification gesture-recognition hand-tracking real-time-detection mediapipe teachable-machine cvzone asl-recognition
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Jun 3, 2026 - Python
Real-time American Sign Language (ASL) recognition system using PyTorch and MediaPipe. Recognizes 25 common ASL gestures with 76.05% accuracy, optimized for RTX4070 GPUs. Features live webcam recognition, hybrid TCN+LSTM+Transformer architecture, and comprehensive training pipeline.
opencv real-time computer-vision deep-learning accessibility sign-language pytorch transformer lstm landmark-detection gesture-recognition mediapipe temporal-convolutional-networks asl-recognition rtx4070
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Jul 23, 2025 - Jupyter Notebook
Real-time American Sign Language recognition using ResNet50 + Vision Transformer with 99.93% accuracy.
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Apr 13, 2026 - JavaScript
Modular Computer Vision project for hand gesture recognition, sign language interpretation, and air-writing with integrated text-to-speech and automated emergency email alerts.
python opencv machine-learning ocr computer-vision deep-learning tensorflow tesseract cnn image-classification hand-tracking mediapipe emergency-alert air-canvas asl-recognition
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Apr 30, 2025 - Python
Detecting and recognizing sign language gestures from short videos using hybrid deep learning models.
python deep-neural-networks computer-vision deep-learning tensorflow classification transfer-learning asl-recognition
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Aug 20, 2025 - Jupyter Notebook
Real-time American Sign Language gesture recognition system using MediaPipe hand landmarks and Random Forest classification.
python opencv machine-learning computer-vision scikit-learn gesture-recognition mediapipe asl-recognition
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Jun 10, 2026 - Python
AI-powered American Sign Language (ASL) recognition system that translates hand gestures into readable English text in real-time.
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Jul 8, 2026 - TypeScript
TensorFlow CNN for American Sign Language alphabet image classification with data augmentation, validation split and model export.
tensorflow asl cnn cnn-keras cnn-model cnn-for-visual-recognition cnn-classification asl-recognizer cnn-pytorch asl-translator asl-recognition asl-sign-language
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Oct 1, 2026 - Python
Real-time American Sign Language (ASL) detection system using Deep Learning (29 classes). Built with TensorFlow/Keras and OpenCV.
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May 28, 2025 - Python
SpeakSign AI is a real-time Voice-to-Sign Language Translator & ASL Gesture Recognition Web Studio built with Python, Flask, TensorFlow (CNN), and Web Speech API. 🤟 Real-time speech-to-sign conversion & live webcam gesture classification.
python flask computer-vision deep-learning accessibility tensorflow keras cnn web-speech-api gesture-recognition sign-language-translator asl-recognition speak-sign voice-to-sign
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Jul 23, 2026 - CSS
Real-Time Sub-10ms ASL Gesture Recognition Pipeline using Google MediaPipe 3D Hand Landmarks and LightGBM GBDT
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Oct 2, 2026 - HTML
Real-time sign language recognition with MediaPipe hand/face/pose landmarks and a two-stream (appearance + motion) 1D-CNN + Transformer with motion-gated attention. Trained on 36-class ASL static gestures (val 93.6% / test 89.6%), live Streamlit webcam inference with confidence thresholding, top-3 predictions, and validation sampling.
asl python3 hand-tracking hand-sign-recognition asl-translator hand-signs streamlit hand-sign asl-recognition
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Oct 6, 2026 - Python
Mobile-first ASL fingerspelling trainer powered by MediaPipe. Earn a shareable certificate. Camera stays in your browser.
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May 30, 2026 - TypeScript
Real-time ASL Recognition Web App using MediaPipe & Machine Learning (RF, SVM, KNN). Features a unique Dual-Hand HCI mechanism for touchless typing.
python machine-learning computer-vision human-computer-interaction fastapi mediapipe asl-recognition
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Sep 23, 2026 - Python
Real-time American Sign Language interpreter leveraging MediaPipe, a Hand-Motion Transformer (89.56% Top-5 over 2,731 classes), FastAPI, and Angular.
angular computer-vision deep-learning tensorflow transformer tensorflowjs fastapi mediapipe mediapipe-models mediapipe-hands asl-recognition asl-recognition-system
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Sep 16, 2026 - Python
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