ios – 如何从VNClassificationObservation获取对象rect / coordinates

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从VNClassificationObservation获取问题.

我的目标是识别对象并使用对象名称显示弹出窗口,我能够获得名称,但我无法获得对象坐标或框架.

这是代码

  1. let handler = VNImageRequestHandler(cvPixelBuffer: pixelBuffer,options: requestOptions)
  2. do {
  3. try handler.perform([classificationRequest,detectFaceRequest])
  4. } catch {
  5. print(error)
  6. }

然后我处理

  1. func handleClassification(request: VNRequest,error: Error?) {
  2. guard let observations = request.results as? [VNClassificationObservation] else {
  3. fatalError("unexpected result type from VNCoreMLRequest")
  4. }
  5.  
  6. // Filter observation
  7. let filteredOservations = observations[0...10].filter({ $0.confidence > 0.1 })
  8.  
  9. // Update UI
  10. DispatchQueue.main.async { [weak self] in
  11.  
  12. for observation in filteredOservations {
  13. print("observation: ",observation.identifier)
  14. //HERE: I need to display popup with observation name
  15. }
  16. }
  17. }

更新:

  1. lazy var classificationRequest: VNCoreMLRequest = {
  2.  
  3. // Load the ML model through its generated class and create a Vision request for it.
  4. do {
  5. let model = try VNCoreMLModel(for: Inceptionv3().model)
  6. let request = VNCoreMLRequest(model: model,completionHandler: self.handleClassification)
  7. request.imageCropAndScaleOption = VNImageCropAndScaleOptionCenterCrop
  8. return request
  9. } catch {
  10. fatalError("can't load Vision ML model: \(error)")
  11. }
  12. }()

解决方法

那是因为分类器不返回对象坐标或帧.分类器仅在类别列表上给出概率分布.

你在这里使用什么型号?

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