JianqiaoMao / Real-time-Vision-based-Sign-Language-Recognition-System
My undergraduate Final Year Project awarded as the Excellent Bachelor's Project. It develops a vision-based sign language recognition system with multiple machine-learning models, which currently can recognize 10 static and 2 dynamic gesutures in ASL with testing accuracy of 99.68%.
☆16Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for Real-time-Vision-based-Sign-Language-Recognition-System
- Real-time Recognition of german sign language (DGS) with MediaPipe☆136Updated 2 years ago
- Academic course work project serving the sign language translator with custom made capability☆108Updated 3 years ago
- isolated & continuous sign language recognition using CNN+LSTM/3D CNN/GCN/Encoder-Decoder☆204Updated 4 years ago
- World Level American Sign Language Recognition and Translation to Spoken Language☆26Updated 6 months ago
- Run Online-Realtime-Action-Recognition-based-on-OpenPose sucess☆11Updated 3 years ago
- 中文孤立手语词识别；Bi-LSTM；SLR；500-CSL☆121Updated last year
- sign language recognition using convolutional neural networks tensorflow opencv and python☆26Updated 2 weeks ago
- Gesture recognition using tensorflow from a large video database☆49Updated 5 years ago
- SparshaSaha / Hand-Gesture-Recognition-Using-Background-Elllimination-and-Convolution-Neural-NetworkHand Gesture Recognition using Convolution Neural Network built using Tensorflow, OpenCV and python☆143Updated 4 years ago
- The aim of this project is to create a model that can identify the basic human actions like running, jogging, walking, clapping etc. The …☆13Updated 3 years ago
- ☆43Updated 2 years ago
- saadbutt32 / Conversion-of-Pakistan-Sign-Languag-into-Text-and-Speech-using-OpenPose-and-Machine-LearningReal-time translation of Pakistan sign language into text and speech using OpenPose and Machine Learning☆27Updated 3 years ago
- Recognize the American Sign Language in a video stream and translate it to American word by word.☆16Updated last year
- ☆21Updated 5 years ago
- 基于leap motion和CNN的手语识别☆25Updated 7 years ago
- Hand gesture recognition using neural networks☆34Updated 6 years ago
- ASL alphabet and digits recognition from human gestures and gesture controlled calculator Using CNN-Keras-tensorflow.☆11Updated 5 years ago
- A worked example of using MoveNet Lightning for real time pose estimation.☆54Updated 8 months ago
- ☆84Updated 11 months ago
- The deaf-mute community have undeniable communication problems in their daily life. Recent developments in artificial intelligence tear d…☆35Updated 3 years ago
- Hand gesture extraction using background elimination followed by recognition through convolutional neural networks.☆21Updated 4 years ago
- Realtime Multiple Person 2D Pose Estimation using TensorFlow2.x☆21Updated 4 years ago
- Deep learning model that predicts human action in a given video feed using pose estimation☆22Updated 5 years ago
- GUI based on the python api of openpose in windows using cuda10 and cudnn7. Support body , hand, face keypoints estimation and data savin…☆86Updated 4 years ago
- Sign Language Gesture Recognition From Video Sequences Using RNN And CNN☆477Updated 4 years ago
- A real time hand gesture recognition system based on deep learning☆91Updated 4 years ago
- Use this API to make your own Sign Language Recognition Application.☆21Updated 5 years ago
- A notebook showcasing how to use mediapipe holistic for body tracking.☆85Updated 8 months ago
- American Sign Language to Speech Application.☆90Updated 4 years ago
- Sign Language Recognition for Deaf People☆101Updated 6 years ago