README.md

Hand Sign multilingual

Language
American Sign Language	ASL
French Sign Language	FSL
Spanish Sign Language	SSL

• American Sign Language (ASL) from @syauqy
• Spanish Sign Language (SSL)
• French Sign Language family
• Russian Sign Language cluster
• Czech Sign Language cluster
• Danish Sign Language family
• Swedish Sign Language family
• German Sign Language family
• Vietnamese sign languages & some Thai and Lao SLs
• Arab sign-language family
• Indo-Pakistani Sign Language
• Chinese Sign Language
• Japanese Sign Language family
• BANZSL family (British, Australian and New Zealand Sign Language)
• South African Sign Language (within the BANZSL family)
• Isolated languages
• No data

Install

npm install handsign-multilingual

Example

import * as handsignMultilingual from 'handsign-multilingual'
import * as handPoseDetection from '@tensorflow-models/hand-pose-detection'

// INIT
const { HandSignsSSL } = handsignMultilingual
const signs = Object.values(HandSignsSSL.signs)
const _GE = new fp.GestureEstimator([
    ...signs
])
const model = handPoseDetection.SupportedModels.MediaPipeHands
const detectorConfig = {
    runtime     : 'mediapipe', // or 'tfjs',
    solutionPath: 'https://cdn.jsdelivr.net/npm/@mediapipe/hands',
    modelType   : 'full'
}
const _modelDetector = await handPoseDetection.createDetector(model, detectorConfig)

// PREDICTIONS
const predictions_hands = await _modelDetector.estimateHands(input)

// Render
const font = '16px Roboto'
predictions.forEach((hand) => {
    const landmark = hand.keypoints.map(({x,y,z})=>[x,y,z])
    _drawFinger(ctx, landmark)
    const landmark3D = hand.keypoints3D.map(({x,y,z})=>[x,y,z])
    const estimatedGestures = _GE.estimate(landmark3D, 8.5)
    console.log({ estimatedGestures })

    const {x, y} = hand.keypoints[0]
    const letters = estimatedGestures.gestures.map(({name})=> name)
    _drawTextBG(ctx, `${letters}`, font, x, y, 16)
})

---

American Sign Language (ASL)

import { HandSignsASL } from "handsign-multilingual"

const { signs } = HandSignsASL
const signs_array = Object.values(signs)

Spanish Sign Language (SSL)

import { HandSignsSSL } from "handsign-multilingual"

const { signs } = HandSignsSSL
const signs_array = Object.values(signs)

• List of sign languages
• A Guide to Different Sign Languages Around the World