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Make faces big by Vision and CoreGraphics
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naru-jpn
March 02, 2018
Technology
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Make faces big by Vision and CoreGraphics
“Can you make faces big?”
naru-jpn
March 02, 2018
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Transcript
Make faces big by Vision and CoreGraphics VisionͱCoreGraphicsͰإΛσΧ͘͢Δ Naruki Chigira,
Timers inc. @naruchigi Try! Swift 2018
“Can you make faces big?”
“In about a week.”
None
Core Image want actual
Core ML too much learning cost (also for me) …
Vision
Vision ɾFace Detection and Recognition ɾBarcode Detection ɾText Detection ɾHorizon
Detection ɾObject Detection and Tracking
VNFaceLandmarkRegion2D Class 2D geometry information for a specific facial feature.
VNFaceObservation Class Face or facial-feature information detected by an image analysis request.
Face Couture [CGPoint]
// 1. Create VNDetectFaceLandmarksRequest let request = VNDetectFaceLandmarksRequest() { (request,
error) in guard let results = request.results else { return } let faceObservations = results.flatMap({ $0 as? VNFaceObservation }) // 3. Handle results // … } // 2. Create VNImageRequestHandler and perform let handler = VNImageRequestHandler(cgImage: cgImage, options: [:]) try! handler.perform([request]) How to get VNFaceLandmarkRegion2D
Face Couture
None
None
None
None
None
Core Graphics
CGPoint Structure A structure that contains a point in a
two-dimensional coordinate system.
CGAffineTransform Structure An affine transformation matrix for use in drawing
2D graphics.
CGPoint Structure Instance Method func applying(_ t: CGAffineTransform) -> CGPoint
O
O 1. translate
O 1. translate 2. rotate
O 1. translate 2. rotate 3. reverse + joint
O 1. translate 2. rotate 3. reverse + joint 4.
rotate-1
O 1. translate 2. rotate 3. reverse + joint 4.
rotate-1 5. translate-1
O A A-1 } } 1. translate 2. rotate 3.
reverse + joint 4. rotate-1 5. translate-1
Modify [CGPoint] in Swift // 1. Create CGAffineTransform A let
A = CGAffineTransform(rotationAngle: -theta).translatedBy(x: x, y: y) // 2. Apply A let transformed = points.map { $0.applying(A) } // 3. Reverse & Joint let oval = transformed + transformed.map { CGPoint(x: -$0.x, y: -$0.y) } // 4. Apply A-1 let result = oval.map { $0.applying(A.inverted()) }
Result
None
None
Summary Get facial features from Vision (iOS 11.0~) Process data
using CoreGraphics (iOS 2.0~) +
Thank you!