当用作子VC时，VNDetectRectangleRequest的边界框大小不正确 [英] Bounding Box from VNDetectRectangleRequest is not correct size when used as child VC

问题描述

我正在尝试使用Apple的Vision框架中的 VNDetectRectangleRequest 自动捕获一张卡片的图片.但是，当我转换点以绘制矩形时，它的形状不正确，并且不应该遵循矩形.我一直在关注

我在此处制作了示例项目.

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I am trying to use VNDetectRectangleRequest from Apple's Vision framework to automatically grab a picture of a card. However when I convert the points to draw the rectangle, it is misshapen and does not follow the rectangle is it should. I have been following this article pretty closely

One major difference is I am embedding my CameraCaptureVC in another ViewController so that the card will be scanned only when it is in this smaller window.

Below is how I set up the camera vc in the parent vc (called from viewDidLoad).

func configureSubviews() {
    clearView.addSubview(cameraVC.view)
    cameraVC.view.autoPinEdgesToSuperviewEdges()
    self.addChild(cameraVC)
    cameraVC.didMove(toParent: self)
}

Below is the code to draw the rectangle

func createLayer(in rect: CGRect) {
    let maskLayer = CAShapeLayer()
    maskLayer.frame = rect
    maskLayer.cornerRadius = 10
    maskLayer.opacity = 0.75
    maskLayer.borderColor = UIColor.red.cgColor
    maskLayer.borderWidth = 5.0

    previewLayer.insertSublayer(maskLayer, at: 1)
}

func removeMask() {
    if let sublayer = previewLayer.sublayers?.first(where: { $0 as? CAShapeLayer != nil }) {
        sublayer.removeFromSuperlayer()
    }
}

func drawBoundingBox(rect : VNRectangleObservation) {
    let transform = CGAffineTransform(scaleX: 1, y: -1).translatedBy(x: 0, y: -finalFrame.height)

    let scale = CGAffineTransform.identity.scaledBy(x: finalFrame.width, y: finalFrame.height)

    let bounds = rect.boundingBox.applying(scale).applying(transform)

    createLayer(in: bounds)
}

func detectRectangle(in image: CVPixelBuffer) {
    let request = VNDetectRectanglesRequest { (request: VNRequest, error: Error?) in
        DispatchQueue.main.async {
            guard let results = request.results as? [VNRectangleObservation],
                let rect = results.first else { return }
            self.removeMask()
            self.drawBoundingBox(rect: rect)
        }
    }
    request.minimumAspectRatio = 0.0
    request.maximumAspectRatio = 1.0
    request.maximumObservations = 0
    let imageRequestHandler = VNImageRequestHandler(cvPixelBuffer: image, options: [:])
    try? imageRequestHandler.perform([request])
}

This is my result. The red rectangle should follow the borders of the card but it is much too short and the origin is not at the top of the card even.

I have tried changing values in the drawBoundingBox function but nothing seems to help. I have also tried converting the bounds in a different way like below but it is the same result, and changing these values gets hacky.

    let scaledHeight: CGFloat = originalFrame.width / finalFrame.width * finalFrame.height
    let boundingBox = rect.boundingBox
    let x = finalFrame.width * boundingBox.origin.x
    let height = scaledHeight * boundingBox.height
    let y = scaledHeight * (1 - boundingBox.origin.y) - height
    let width = finalFrame.width * boundingBox.width

    let bounds = CGRect(x: x, y: y, width: width, height: height)
    createLayer(in: bounds)

Would appreciate any help. Maybe since I am embedding it as a child VC I need to transform the coordinates a second time? I tried something like this to no avail but maybe I did it wrong or was missing something

解决方案

First let's look at boundingBox, which is a "normalized" rectangle. Apple says

The coordinates are normalized to the dimensions of the processed image, with the origin at the image's lower-left corner.

This means that:

• The origin is at the bottom-left, not the top-left
• The origin.x and width are in terms of a fraction of the entire image's width
• The origin.y and height are in terms of a fraction of the entire image's height

Hopefully this diagram makes it clearer:

What you are used to	What Vision returns

Your function above converts boundingBox to the coordinates of finalFrame, which I assume is the entire view's frame. That is much larger than your small CameraCaptureVC.

Also, your CameraCaptureVC's preview layer probably has a aspectFill video gravity. You will also need to account for the overflowing parts of the displayed image.

Try this converting function instead.

func getConvertedRect(boundingBox: CGRect, inImage imageSize: CGSize, containedIn containerSize: CGSize) -> CGRect {
    
    let rectOfImage: CGRect
    
    let imageAspect = imageSize.width / imageSize.height
    let containerAspect = containerSize.width / containerSize.height
    
    if imageAspect > containerAspect { /// image extends left and right
        let newImageWidth = containerSize.height * imageAspect /// the width of the overflowing image
        let newX = -(newImageWidth - containerSize.width) / 2
        rectOfImage = CGRect(x: newX, y: 0, width: newImageWidth, height: containerSize.height)
        
    } else { /// image extends top and bottom
        let newImageHeight = containerSize.width * (1 / imageAspect) /// the width of the overflowing image
        let newY = -(newImageHeight - containerSize.height) / 2
        rectOfImage = CGRect(x: 0, y: newY, width: containerSize.width, height: newImageHeight)
    }
    
    let newOriginBoundingBox = CGRect(
    x: boundingBox.origin.x,
    y: 1 - boundingBox.origin.y - boundingBox.height,
    width: boundingBox.width,
    height: boundingBox.height
    )
    
    var convertedRect = VNImageRectForNormalizedRect(newOriginBoundingBox, Int(rectOfImage.width), Int(rectOfImage.height))
    
    /// add the margins
    convertedRect.origin.x += rectOfImage.origin.x
    convertedRect.origin.y += rectOfImage.origin.y
    
    return convertedRect
}

This takes into account the frame of the image view and also aspect fill content mode.

Example (I'm using a static image instead of a live camera feed for simplicity):

/// inside your Vision request completion handler...
guard let image = self.imageView.image else { return }

let convertedRect = self.getConvertedRect(
    boundingBox: observation.boundingBox,
    inImage: image.size,
    containedIn: self.imageView.bounds.size
)
self.drawBoundingBox(rect: convertedRect)

func drawBoundingBox(rect: CGRect) {
    let uiView = UIView(frame: rect)
    imageView.addSubview(uiView)
        
    uiView.backgroundColor = UIColor.clear
    uiView.layer.borderColor = UIColor.orange.cgColor
    uiView.layer.borderWidth = 3
}

I made an example project here.

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