Gestura

技术栈

React

Python

Solidity

Web3

CNN

Web Sockets

WebRTC

Tailwind

描述

# Gestura

## Overview

Sign Language Detection is an AI-powered system that recognizes and translates sign language gestures into text or speech. This project aims to bridge the communication gap between sign language users and non-sign language speakers using computer vision and deep learning.

## Features

- Real-time sign language recognition

- Converts detected gestures into text or speech output

- Uses a deep learning model trained on sign language datasets

- User-friendly interface for seamless interaction

- Can be integrated into web or mobile applications

## 🚀 Tech Stack

- Frontend: React.js ⚛️ | HTML5 🌐 | CSS3 🎨

- Backend: Flask 🐍 | Python 🖥️

- Machine Learning: TensorFlow 🔥 | Keras 🧠 | OpenCV 📷

- Blockchain: Solidity 🔗 | Web3.js ⚡

## Installation

### Prerequisites

- pip & npm

- Python (for ML model) -version(3.10.*)

- Virtual environment setup (optional but recommended)

- Ganache

本次黑客松进展

Our Sign Language Detection system is fully functional, capable of recognizing gestures in real-time and translating them into text or speech using deep learning. During the hackathon, we are focusing on improving model accuracy, enhancing response speed, expanding gesture coverage, and refining the user interface to ensure a smoother and more inclusive experience.

Gestura

视频

技术栈

描述

本次黑客松进展