【发布时间】:2018-05-09 13:14:30
【问题描述】:
我制作了一个使用 CoreML 的图像识别应用。从 UI 方面来看,我想在选择图像后返回主视图并在功能 detect() 完成后显示结果。但是,即使我使用DispatchQueue.main,它也总是同时显示结果和主视图。如果我使用detect() 中的DispatchQueue.main,它可以工作。但我认为它不应该在那里。
还有一个问题就是SVProgressHUD.show()不行。
import UIKit
import CoreML
import Vision
import SVProgressHUD
class ViewController: UIViewController, UIImagePickerControllerDelegate, UINavigationControllerDelegate {
@IBOutlet weak var imageView: UIImageView!
@IBOutlet weak var cameraButton: UIBarButtonItem!
let imagePicker = UIImagePickerController()
override func viewDidLoad() {
super.viewDidLoad()
imagePicker.delegate = self
}
func imagePickerController(_ picker: UIImagePickerController, didFinishPickingMediaWithInfo info: [String : Any]) {
cameraButton.isEnabled = false
SVProgressHUD.show()
if let userPickedImage = info[UIImagePickerControllerOriginalImage] as? UIImage{
imageView.image = userPickedImage
imagePicker.dismiss(animated: true, completion: nil)
let userPickedImage = info[UIImagePickerControllerOriginalImage] as! UIImage
guard let ciImage = CIImage(image: userPickedImage) else {
fatalError("WRONG")
}
detect(image: ciImage)
}
}
func detect(image: CIImage){
guard let model = try? VNCoreMLModel(for: Inceptionv3().model) else {
fatalError("Loading CoreML Model Failed")
}
let request = VNCoreMLRequest(model: model) { (request, error) in
guard let results = request.results as? [VNClassificationObservation] else{
fatalError("Model failed to process image")
}
if let firstResult = results.first {
let r = firstResult.identifier.split(separator: ",")
DispatchQueue.main.async {
self.cameraButton.isEnabled = true
SVProgressHUD.dismiss()
self.navigationItem.title = r.last?.description
}
}
}
let handler = VNImageRequestHandler(ciImage: image)
do{
try handler.perform([request])
}
catch {
print(error)
}
}
@IBAction func cameraTapped(_ sender: UIBarButtonItem) {
imagePicker.sourceType = .savedPhotosAlbum
imagePicker.allowsEditing = false
present(imagePicker, animated: true, completion: nil)
}
}
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标签: ios iphone swift grand-central-dispatch coreml