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January 24, 2023 04:27
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Script to compare faces using Human
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const compareFaces = async ( | |
image1: string, | |
image2: string, | |
log: logger | |
) => { | |
await init(log) | |
const [res1, res2] = await Promise.all([ | |
detect(decodeImage(Buffer.from(readFileSync(image1)))), | |
detect(decodeImage(Buffer.from(readFileSync(image1)))) | |
]) | |
if ( | |
!res1 || | |
!res1.face || | |
res1.face.length === 0 || | |
!res1.face[0].embedding || | |
!res2 || | |
!res2.face || | |
res2.face.length === 0 || | |
!res2.face[0].embedding | |
) | |
throw new CustomError('Could not detect face descriptors') | |
const similarity = global.__human__.match.similarity( | |
res1.face[0].embedding, | |
res2.face[0].embedding, | |
{ order: 2 } | |
) | |
const result = { | |
match: similarity > 0.5 | |
} | |
log.info(result, 'Similarity result') | |
return result | |
} | |
compareFaces('img1.png', 'img2.png') |
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