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Hi,
When using VNFeaturePrintObservation and then computing the distance using two images, the values that it returns varies heavily. When two identical images (same image file) is inputted into function (below) that I have used to compare the images, the distance does not return 0 while it is expected to, since they are identical images.
Also, what is the upper limit of computeDistance? I am trying to find the percentage similarity between the two images. (Of course, this cannot be done unless the issue above is resolved).
Code that I have used is below
func featureprintObservationForImage(image: UIImage) -> VNFeaturePrintObservation? {
let requestHandler = VNImageRequestHandler(cgImage: image.cgImage!, options: [:])
let request = VNGenerateImageFeaturePrintRequest()
request.usesCPUOnly = true // Simulator Testing
do {
try requestHandler.perform([request])
return request.results?.first as? VNFeaturePrintObservation
} catch {
print("Vision Error: \(error)")
return nil
}
}
func compare(origImg: UIImage, drawnImg: UIImage) -> Float? {
let oImgObservation = featureprintObservationForImage(image: origImg)
let dImgObservation = featureprintObservationForImage(image: drawnImg)
if let oImgObservation = oImgObservation {
if let dImgObservation = dImgObservation {
var distance: Float = -1
do {
try oImgObservation.computeDistance(&distance, to: dImgObservation)
} catch {
fatalError("Failed to Compute Distance")
}
if distance == -1 {
return nil
} else {
return distance
}
} else {
print("Drawn Image Observation found Nil")
}
} else {
print("Original Image Observation found Nil")
}
return nil
}
Thanks for all the help!
Posted
by
chewethan.
Last updated
chewethan.
.
