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如何使简单的人脸检测工作?

firebase-mlkit tensorflow-lite firebase

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jacob · 技术社区 · 7 年前

我正在尝试获得一个简单的人脸检测的例子,在iOS上使用ML工具包。以下是目标C代码的摘录:

    FIRVisionFaceDetectorOptions *faceDetectorOptions;
    FIRVision *vision;
    FIRVisionFaceDetector *faceDetector;

    faceDetectorOptions = [[FIRVisionFaceDetectorOptions alloc] init];
    faceDetectorOptions.performanceMode = FIRVisionFaceDetectorPerformanceModeAccurate;
    faceDetectorOptions.landmarkMode = FIRVisionFaceDetectorLandmarkModeAll;
    faceDetectorOptions.contourMode = FIRVisionFaceDetectorContourModeNone;
    faceDetectorOptions.classificationMode = FIRVisionFaceDetectorClassificationModeAll;
    faceDetectorOptions.minFaceSize = 0.1; // TODO: finalize this option value

    vision = [FIRVision vision];
    faceDetector = [vision faceDetectorWithOptions:faceDetectorOptions];

    UIImage *staticImg = [UIImage imageNamed:@"sample.jpg"];
    FIRVisionImage *visionImage = [[FIRVisionImage alloc] initWithImage:staticImg];

    NSError* error = Nil;
    NSArray<FIRVisionFace *> * faces = [faceDetector resultsInImage:visionImage error:&error];
    NSLog(@"Synchronous result. error = %@, face count = %lu", error, faces.count);

这个 sample.jpg 文件是以下作为资源下载并添加到我的Xcode项目的图像: http://chwb.org/wp-content/uploads/2014/01/Theo_Janssen-Face1.jpg

这个 resultsInImage 不返回错误,但也不返回面。IT日志:

Synchronous result. error = (null), face count = 0

我做错什么了吗?

0 回复 | 直到 7 年前

1

0

jacob 7 年前

我明白了。问题是我需要像这样设置图像元数据的方向:

    FIRVisionImageMetadata *imageMetadata = [FIRVisionImageMetadata new];
    imageMetadata.orientation = [FcFaceDetector visionImageOrientationFromImageOrientation:uiImage.imageOrientation];
    visionImage.metadata = imageMetadata;

+ (FIRVisionDetectorImageOrientation) visionImageOrientationFromImageOrientation:(UIImageOrientation)imageOrientation {
    switch (imageOrientation) {
            case UIImageOrientationUp:
            return FIRVisionDetectorImageOrientationTopLeft;
            case UIImageOrientationDown:
            return FIRVisionDetectorImageOrientationBottomRight;
            case UIImageOrientationLeft:
            return FIRVisionDetectorImageOrientationLeftBottom;
            case UIImageOrientationRight:
            return FIRVisionDetectorImageOrientationRightTop;
            case UIImageOrientationUpMirrored:
            return FIRVisionDetectorImageOrientationTopRight;
            case UIImageOrientationDownMirrored:
            return FIRVisionDetectorImageOrientationBottomLeft;
            case UIImageOrientationLeftMirrored:
            return FIRVisionDetectorImageOrientationLeftTop;
            case UIImageOrientationRightMirrored:
            return FIRVisionDetectorImageOrientationRightBottom;
    }
}

医生们似乎对此并不清楚,因为他们似乎建议不要设置: https://firebase.google.com/docs/ml-kit/ios/detect-faces#2-run-the-face-detector