swift - 不从 Remote Firebase Automl 自定义模型检索输出预测

Question

我目前正在尝试构建一个使用谷歌 autoML 功能的应用程序。我已经训练了一个模型并将其发布在 google firebase 上，并按照文档将必要的代码集成到我的应用程序中:

https://firebase.google.com/docs/ml-kit/ios/label-images-with-automl

我正在使用远程模型，而不是将其设置为本地模型。但是，当我尝试运行代码，然后在模拟器中选择图像时，控制台中会输出一个空的预测列表。

我还打开了调试功能，但这并没有帮助我修复错误。这是我在 ViewController 中运行的代码:

import UIKit
import CoreML
import Vision
import Firebase
import FirebaseMLCommon


var serverImage: UIImage? = nil
var topResult = ""
class ViewController: UIViewController {

@IBOutlet var skinDiseaseImageView: UIImageView!
@IBOutlet var result1Label: UILabel!
@IBOutlet var result1Confidence: UILabel!
@IBOutlet var result2Label: UILabel!
@IBOutlet var result2Confidence: UILabel!
@IBOutlet var result3Label: UILabel!
@IBOutlet var result3Confidence: UILabel!

override func viewDidLoad() {

    let initialConditions = ModelDownloadConditions(allowsCellularAccess: true,
                                                                             allowsBackgroundDownloading: true)
    let updateConditions = ModelDownloadConditions(allowsCellularAccess: false,
                                                   allowsBackgroundDownloading: true)
    let remoteModel = RemoteModel(
        name: "skinDiseaseModel",  // The name you assigned in the console.
        allowsModelUpdates: true,
        initialConditions: initialConditions,
        updateConditions: updateConditions
    )
    ModelManager.modelManager().register(remoteModel)

    super.viewDidLoad()


}

override func didReceiveMemoryWarning() {
    super.didReceiveMemoryWarning()
}

}


extension ViewController {

@IBAction func selectImage(_ sender: Any) {
    let pickerController = UIImagePickerController()
    pickerController.delegate = self
    pickerController.sourceType = .savedPhotosAlbum
    present(pickerController, animated: true)
}

}


extension ViewController: UIImagePickerControllerDelegate {

func imagePickerController(_ picker: UIImagePickerController, didFinishPickingMediaWithInfo info: [String : Any]) {
    dismiss(animated: true)

    guard let skinImage = info[UIImagePickerControllerOriginalImage] as? UIImage else {
        fatalError("Error Retrieving Image Line 95")
    }

    var skinImageToDiagnose = VisionImage(image: skinImage)

    serverImage = skinImage
    skinDiseaseImageView.image = skinImage


    let labelerOptions = VisionOnDeviceAutoMLImageLabelerOptions(
        remoteModelName: "skinDiseaseModel",  // Or nil to not use a remote model
        localModelName: nil     // Or nil to not use a bundled model
    )
    labelerOptions.confidenceThreshold = 0  // Evaluate your model in the Firebase console
    // to determine an appropriate value.
    let labeler = Vision.vision().onDeviceAutoMLImageLabeler(options: labelerOptions)

    var topThreeResults = [String]()
    var topThreeConfidences = [String]()
    labeler.process(skinImageToDiagnose) { labels, error in
        guard error == nil, let labels = labels
            else {
                print(error)
                return
            }
        //task succeeded
        print("1")
        print(labels)
        var counter = 0
        for label in labels {
            topThreeResults.append(String(describing: label))
            topThreeConfidences.append(String(describing: label.confidence))
            counter = counter + 1
            print("counter")
            if counter == 3 {
                break
            }
        }

    }

    result1Label.text = topThreeResults[0]
    result1Confidence.text = (topThreeConfidences[0] + "%")

    result2Label.text = topThreeResults[1]
    result2Confidence.text = (topThreeConfidences[1] + "%")

    result3Label.text = topThreeResults[2]
    result3Confidence.text = (topThreeConfidences[2] + "%")





}

}

这是我收到的错误:

 Fatal error: Index out of range
2019-08-31 19:50:19.763469-0700 medicalAppFinal[13776:2281569]     Fatal error: Index out of range
(lldb) 

我推断索引超出范围问题是由于标签列表(输出预测)在打印后为空。因此我明白为什么它的索引超出范围，但我不知道为什么在将图像传递到 labeler.process() 后收到一个空列表如何解决此错误？如果您需要更多信息，请告诉我

Answer 1

这似乎与以下问题重复(由作者回答):

Not Retriveing Output Prediction List from Remote Firebase Automl custom model