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SnapOtter/packages/ai/src/face-detection.ts
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93 lines
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TypeScript

import { readFile, unlink, writeFile } from "node:fs/promises";
import { tmpdir } from "node:os";
import { join } from "node:path";
import sharp from "sharp";
import { type ProgressCallback, parseStdoutJson, runPythonWithProgress } from "./bridge.js";
export interface BlurFacesOptions {
blurRadius?: number;
sensitivity?: number;
}
export interface DetectFacesOptions {
sensitivity?: number;
}
export interface FaceRegion {
x: number;
y: number;
w: number;
h: number;
}
export interface BlurFacesResult {
buffer: Buffer;
facesDetected: number;
faces: FaceRegion[];
}
export interface DetectFacesResult {
facesDetected: number;
faces: FaceRegion[];
}
export async function blurFaces(
inputBuffer: Buffer,
outputDir: string,
options: BlurFacesOptions = {},
onProgress?: ProgressCallback,
): Promise<BlurFacesResult> {
const inputPath = join(outputDir, "input_faces.png");
const outputPath = join(outputDir, "output_faces.png");
const pngBuffer = await sharp(inputBuffer).png().toBuffer();
await writeFile(inputPath, pngBuffer);
const { stdout } = await runPythonWithProgress(
"detect_faces.py",
[inputPath, outputPath, JSON.stringify(options)],
{ onProgress },
);
const result = parseStdoutJson(stdout);
if (!result.success) {
throw new Error(result.error || "Face detection failed");
}
const buffer = await readFile(outputPath);
return {
buffer,
facesDetected: result.facesDetected,
faces: result.faces ?? [],
};
}
export async function detectFaces(
inputBuffer: Buffer,
options: DetectFacesOptions = {},
onProgress?: ProgressCallback,
): Promise<DetectFacesResult> {
const inputPath = join(tmpdir(), `detect_faces_${Date.now()}.png`);
try {
const pngBuffer = await sharp(inputBuffer).png().toBuffer();
await writeFile(inputPath, pngBuffer);
const { stdout } = await runPythonWithProgress(
"detect_faces.py",
[inputPath, "unused", JSON.stringify({ ...options, detectOnly: true })],
{ onProgress },
);
const result = parseStdoutJson(stdout);
if (!result.success) {
throw new Error(result.error || "Face detection failed");
}
return {
facesDetected: result.facesDetected,
faces: result.faces ?? [],
};
} finally {
await unlink(inputPath).catch(() => {});
}
}