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ASL Detect

Description

ASL Detect is a machine learning web app related to computer vision. It aims to predict ASL hand gestures using Mediapipe to capture 21 hand coordinates and train a model directly in the browser using TensorFlow.js.

Key Features

  • Generate dataset
  • Training custom model
  • Realtime detection
  • Installable and offline mode
  • Support two language, Indonesian and English
  • Interactive visual chart

Tech Stacks

TensorFlow.js
TensorFlow.js
Mediapipe
Mediapipe
React
React
Tailwind CSS
Tailwind CSS
Chart.js
Chart.js
TypeScript
TypeScript
SweetAlert2
SweetAlert2
Vite
Vite
Firebase
Firebase

Screenshots

Jumbotron Website
Process Generate Dataset
Process Upload Dataset for Training Model
Process Split Data for Training Model
Process Create Sequential Model for Training Model
Process Compile Model
Process Training Model
Chart Accuracy and Training Model
Detection

External Links

Live Website