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This commit is contained in:
Manav Rathi 2024-05-19 12:06:59 +05:30
parent 6427c09f52
commit e6ed6b4916
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1 changed files with 5 additions and 4 deletions
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9
web/apps/photos/src/services/face/f-index.ts
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@ -121,7 +121,7 @@ const indexFaces_ = async (enteFile: EnteFile, imageBitmap: ImageBitmap) => {
const blurValues = detectBlur(alignedFacesData, mlFile.faces);
mlFile.faces.forEach((f, i) => (f.blurValue = blurValues[i]));
const embeddings = await faceEmbeddings(alignedFacesData);
const embeddings = await computeEmbedding(alignedFacesData);
mlFile.faces.forEach((f, i) => (f.embedding = embeddings[i]));
convertFaceDetectionsToRelative(mlFile);
@ -608,18 +608,19 @@ const matrixVariance = (matrix: number[][]): number => {
};
const mobileFaceNetFaceSize = 112;
const mobileFaceNetEmbeddingSize = 192;
/**
* Compute embeddings for the given {@link faceData}.
*
* The model used is MobileFaceNet, running in an ONNX runtime.
*/
const faceEmbeddings = async (
const computeEmbedding = async (
faceData: Float32Array,
): Promise<Array<FaceEmbedding>> => {
): Promise<FaceEmbedding[]> => {
const outputData = await workerBridge.faceEmbeddings(faceData);
const embeddingSize = 192;
const embeddingSize = mobileFaceNetEmbeddingSize;
const embeddings = new Array<FaceEmbedding>(
outputData.length / embeddingSize,
);