VenkateshBH99 / Continuous-Sign-Language-using-Leap-Motion-Sensor
Worked on hand gestures and recognizing the words and combine them to form a meaningful sentences. I have used two machine learning models - SVM and LSTM, to predict the sign. The models were trained and tested using 42 different sign words and 28 sentences. LSTM outperformed with accuracy 98.21 %.
☆17Updated 3 years ago
Related projects: ⓘ
- Sign Language Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras frameworks.☆94Updated 3 years ago
- SignLanguageDetectionUsingML☆35Updated 5 months ago
- A deep learning based sign language recognition system for speech impaired people in India using Bag of Visual Words with Convolutional N…☆76Updated last year
- This repository contains python implementation for recognizing Indian sign language (ISL) gestures for deaf and dumb people.☆70Updated 3 years ago
- ☆12Updated 3 years ago
- Indian Sign language Recognition using OpenCV☆154Updated last year
- A python based app which can convert the shown sign language using hand to text in real time☆208Updated last year
- ☆54Updated last month
- A web based application which accepts Audio speech or Text as input and converts it to corresponding Indian Sign Language for impaired of…☆84Updated 9 months ago
- I created an application which takes in live speech or audio recording as input, converts it into text and displays the relevant Indian S…☆82Updated 4 years ago
- Real Time Indian Sign Language Recognition System Using CNN☆8Updated 3 years ago
- Sign Language Recognition involves hand gesture detection techniques using machine and deep learning techniques.☆29Updated 3 years ago
- Word Level Indian Sign Language Recognition☆16Updated last year
- Using TensorFlow to translate Sign Language.☆165Updated 5 years ago
- Academic course work project serving the sign language translator with custom made capability☆105Updated 3 years ago
- Simple Sign Language Detector☆70Updated 6 years ago
- An Indian Sign Language Translator, created with the aim of achieving near-real time outputs, along with background and illumination inde…☆32Updated 3 years ago
- American Sign Language Character Recognition☆18Updated 6 years ago
- sign language detection using cnn algorithm (deep learning) in python and tensorflow☆16Updated 5 months ago
- This repository contains the code which can recognise the alphabets in Indian sign language for blind using opencv and tensorflow.☆199Updated 3 years ago
- Created an Automatic Translator, an application which is purposely deployed for deaf people that converts speech to text and then to Indi…☆8Updated 5 years ago
- Sign Language Translator enables the hearing impaired user to communicate efficiently in sign language, and the application will translat…☆33Updated 5 months ago
- A web based application which accepts Audio/ Voice as input and converts it to corresponding Sign Language for Deaf people.☆86Updated 3 years ago
- Major Project - Sign Language To Text Conversion Using Python, Computer Vision and Machine Learning☆214Updated last week
- Application that recognizes American Sign Language (ASL) alphabets using a deep neural network that was trained using Transfer Learning a…☆27Updated 4 years ago
- This is a python application which converts american sign language into text and speech which helps Dumb/Deaf people to start conversatio…☆122Updated last year
- Deep Learning Assignment for conversion of American Sign Language to Text format☆16Updated 3 years ago
- World Level American Sign Language Recognition and Translation to Spoken Language☆26Updated 4 months 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☆26Updated 3 years ago
- The deaf-mute community have undeniable communication problems in their daily life. Recent developments in artificial intelligence tear d…☆34Updated 3 years ago