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Slow Camera
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export const App => <DepthCameraComp /> |
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#import "React/RCTViewManager.h" | |
#import "React/RCTBridge.h" | |
#import "React/RCTEventDispatcher.h" | |
#import "React/RCTBridgeModule.h" | |
@interface RCT_EXTERN_MODULE(CameraBridge, RCTViewManager) | |
RCT_EXTERN_METHOD(capture: (RCTPromiseResolveBlock)resolve | |
rejecter: (RCTPromiseRejectBlock)reject) | |
@end |
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// | |
// CameraBridge.swift | |
// anysticker | |
// | |
// Created by Jonny Burger on 07.03.20. | |
// Copyright © 2020 Facebook. All rights reserved. | |
// | |
import Foundation | |
import Photos | |
import Vision | |
import AVFoundation | |
import MobileCoreServices | |
public extension FileManager { | |
func temporaryFileURL(fileName: String = UUID().uuidString) -> URL? { | |
return URL(fileURLWithPath: NSTemporaryDirectory(), isDirectory: true).appendingPathComponent(fileName) | |
} | |
} | |
let downSampling = Float(1.0) | |
extension CIImage { | |
func resizeCI(size:CGSize) -> CIImage { | |
let scale = (Double)(size.width) / (Double)(self.extent.width) | |
let image = self | |
let filter = CIFilter(name: "CILanczosScaleTransform")! | |
filter.setValue(image, forKey: kCIInputImageKey) | |
filter.setValue(NSNumber(value:scale), forKey: kCIInputScaleKey) | |
filter.setValue(1.0, forKey:kCIInputAspectRatioKey) | |
let outputImage = filter.value(forKey: kCIOutputImageKey) as! UIKit.CIImage | |
return outputImage | |
} | |
} | |
func flipImage(_ image: CGImage) -> CGImage? { | |
UIGraphicsBeginImageContextWithOptions(CGSize(width: image.width, height: image.height), false, 1) | |
let bitmap = UIGraphicsGetCurrentContext()! | |
let resizedWidth = Int(image.width / 2) | |
let resizedHeight = Int(image.height / 2) | |
bitmap.translateBy(x: CGFloat(resizedWidth), y: CGFloat(resizedHeight)) | |
bitmap.scaleBy(x: -1.0, y: -1.0) | |
bitmap.translateBy(x: CGFloat(-resizedWidth), y: -CGFloat(resizedHeight)) | |
bitmap.draw(image, in: CGRect(x: 0, y: 0, width: resizedWidth * 2, height: resizedHeight * 2)) | |
return bitmap.makeImage() | |
} | |
func createMatchingBackingDataWithImage(imageRef: CGImage?, orientation: UIImage.Orientation) -> CGImage? { | |
var orientedImage: CGImage? | |
if let imageRef = imageRef { | |
let originalWidth = imageRef.width | |
let originalHeight = imageRef.height | |
let bitsPerComponent = imageRef.bitsPerComponent | |
let bytesPerRow = imageRef.bytesPerRow | |
let colorSpace = imageRef.colorSpace | |
let bitmapInfo = imageRef.bitmapInfo | |
var degreesToRotate: Double | |
degreesToRotate = -90.0 | |
let radians = degreesToRotate * Double.pi / 180 | |
var width: Int | |
var height: Int | |
width = originalHeight | |
height = originalWidth | |
if let contextRef = CGContext(data: nil, width: width, height: height, bitsPerComponent: bitsPerComponent, bytesPerRow: bytesPerRow, space: colorSpace!, bitmapInfo: bitmapInfo.rawValue) { | |
contextRef.translateBy(x: 0, y: CGFloat(height) / 2) | |
contextRef.rotate(by: CGFloat(radians)) | |
contextRef.scaleBy(x: 1.0, y: -1.0) | |
contextRef.translateBy(x: -CGFloat(height)/2, y: -CGFloat(width)) | |
contextRef.draw(imageRef, in: CGRect(x: 0, y: 0, width: originalWidth, height: originalHeight)) | |
orientedImage = contextRef.makeImage() | |
} | |
} | |
return orientedImage | |
} | |
// CounterViewManager.swift | |
@objc(CameraBridge) | |
class CameraBridge: RCTViewManager, AVCapturePhotoCaptureDelegate { | |
var previewView: UIView! | |
var captureSession: AVCaptureSession! | |
var stillImageOutput: AVCapturePhotoOutput! | |
var videoPreviewLayer: AVCaptureVideoPreviewLayer! | |
lazy var context = CIContext() | |
func handleMatteData(_ photo: AVCapturePhoto, ssmType: AVSemanticSegmentationMatte.MatteType) -> CIImage { | |
// Find the semantic segmentation matte image for the specified type. | |
guard var segmentationMatte = photo.semanticSegmentationMatte(for: ssmType) else { return CIImage() } | |
// Retrieve the photo orientation and apply it to the matte image. | |
if let orientation = photo.metadata[String(kCGImagePropertyOrientation)] as? UInt32, | |
let exifOrientation = CGImagePropertyOrientation(rawValue: orientation) { | |
// Apply the Exif orientation to the matte image. | |
segmentationMatte = segmentationMatte.applyingExifOrientation(exifOrientation) | |
} | |
var imageOption: CIImageOption! | |
// Switch on the AVSemanticSegmentationMatteType value. | |
switch ssmType { | |
case .hair: | |
imageOption = .auxiliarySemanticSegmentationHairMatte | |
case .skin: | |
imageOption = .auxiliarySemanticSegmentationSkinMatte | |
default: | |
print("This semantic segmentation type is not supported!") | |
return CIImage(); | |
} | |
guard let perceptualColorSpace = CGColorSpace(name: CGColorSpace.sRGB) else { return CIImage()} | |
// Create a new CIImage from the matte's underlying CVPixelBuffer. | |
let ciImage = CIImage( cvImageBuffer: segmentationMatte.mattingImage, | |
options: [imageOption: true, | |
.colorSpace: perceptualColorSpace]) | |
return ciImage; | |
} | |
func photoOutput(_ output: AVCapturePhotoOutput, willCapturePhotoFor resolvedSettings: AVCaptureResolvedPhotoSettings) { | |
print("settings \(NSDate().timeIntervalSince1970)") | |
self.width = Int(resolvedSettings.photoDimensions.width) | |
self.height = Int(resolvedSettings.photoDimensions.height) | |
} | |
func photoOutput(_ output: AVCapturePhotoOutput, didFinishProcessingPhoto photo: AVCapturePhoto, error: Error?) { | |
print("output \(NSDate().timeIntervalSince1970)") | |
output.isDepthDataDeliveryEnabled = true | |
var semanticSegmentationMatteDataArray = [Data]() | |
var i = 0 | |
guard let photoFileName = FileManager.default.temporaryFileURL(fileName: "photo.jpg") else { | |
return; | |
} | |
let cImage = photo.cgImageRepresentation()?.takeUnretainedValue() | |
let destination = CGImageDestinationCreateWithURL(photoFileName as CFURL, kUTTypeJPEG, 1, nil)! | |
let oldCgImage = createMatchingBackingDataWithImage(imageRef: cImage, orientation: .left) | |
let newCgImage = oldCgImage | |
CGImageDestinationAddImage(destination, newCgImage!, nil) | |
CGImageDestinationFinalize(destination) | |
print("sending photo \(NSDate().timeIntervalSince1970)") | |
DepthEvents.shared?.sendPhoto(name: "\(photoFileName.absoluteString),\(self.width),\(self.height)") | |
recognizeFacialLandmarks(photo: photo) | |
for index in output.enabledSemanticSegmentationMatteTypes.indices { | |
var img = handleMatteData(photo, ssmType: output.enabledSemanticSegmentationMatteTypes[index]) | |
let dim = CGSize.init(width: 720, height: 1080) | |
img = img.resizeCI(size: dim) | |
guard let perceptualColorSpace = CGColorSpace(name: CGColorSpace.sRGB) else { return} | |
guard let imageData = (context.jpegRepresentation(of: img, | |
colorSpace: perceptualColorSpace, | |
options: [.depthImage: img])) else { return } | |
let cgImageMatte = context.createCGImage(img, from: img.extent) | |
let matte = flipImage(cgImageMatte!) | |
guard let fileName = FileManager.default.temporaryFileURL(fileName: "matte-\(i).jpg") else { | |
continue; | |
} | |
let matteDestination = CGImageDestinationCreateWithURL(fileName as CFURL, kUTTypeJPEG, 1, nil)! | |
CGImageDestinationAddImage(matteDestination, matte! , nil) | |
CGImageDestinationFinalize(matteDestination) | |
DepthEvents.shared?.sendMatte(name: fileName.absoluteString, type: output.enabledSemanticSegmentationMatteTypes[index].rawValue) | |
i += 1 | |
semanticSegmentationMatteDataArray.append(imageData) | |
} | |
} | |
func recognizeFacialLandmarks(photo: AVCapturePhoto) { | |
var requests: [VNRequest] = [] | |
requests.append(VNDetectFaceLandmarksRequest(completionHandler: self.handleDetectedFaceLandmarks)) | |
guard let cgImage = photo.cgImageRepresentation() else { | |
return | |
} | |
let imageRequestHandler = VNImageRequestHandler(cgImage: cgImage.takeUnretainedValue(), | |
orientation: .up, | |
options: [:]) | |
DispatchQueue.global(qos: .userInitiated).async { | |
do { | |
try imageRequestHandler.perform(requests) | |
} catch let error as NSError { | |
print("Failed to perform image request: \(error)") | |
return | |
} | |
} | |
} | |
private var width: Int = 0 | |
private var height: Int = 0 | |
fileprivate func handleDetectedFaceLandmarks(request: VNRequest?, error: Error?) { | |
if error != nil { | |
return | |
} | |
// Perform drawing on the main thread. | |
DispatchQueue.main.async { | |
guard let results = request?.results as? [VNFaceObservation] else { | |
return | |
} | |
if results.count == 0 { | |
DepthEvents.shared!.sendLandmarks(args: "") | |
} | |
for faceObservation in results { | |
guard let landmarks = faceObservation.landmarks else { | |
continue | |
} | |
guard let faceContour = landmarks.faceContour else { | |
continue | |
} | |
let hmm = faceContour.pointsInImage(imageSize: CGSize(width: Int(Float(self.width) / downSampling), height: Int(Float(self.height) / downSampling))) | |
// Intentional: Image was rotated | |
var points = "width:\(Float(self.height)/downSampling),height:\(Float(self.width)/downSampling)|" | |
for i in hmm { | |
points = "\(points)\n\(i.y),\(i.x)" | |
} | |
print("sending landmarks \(NSDate().timeIntervalSince1970)") | |
DepthEvents.shared!.sendLandmarks(args: points) | |
} | |
} | |
} | |
@objc func capture(_ resolve: RCTPromiseResolveBlock, | |
rejecter reject: RCTPromiseRejectBlock) -> Void { | |
print("capture \(NSDate().timeIntervalSince1970)") | |
videoPreviewLayer.connection?.isEnabled = false | |
let settings = AVCapturePhotoSettings(format: [AVVideoCodecKey: AVVideoCodecType.jpeg]) | |
settings.isDepthDataDeliveryEnabled = true | |
settings.photoQualityPrioritization = .balanced | |
settings.enabledSemanticSegmentationMatteTypes = [.hair, .skin] | |
stillImageOutput.capturePhoto(with: settings, delegate: self) | |
} | |
override func view() -> UIView! { | |
print("make view \(NSDate().timeIntervalSince1970)") | |
self.previewView = UIView() | |
guard let frontCamera = AVCaptureDevice.default(.builtInTrueDepthCamera, for: .video, position: .front) else { | |
print("Unable to access back camera!") | |
return UIView() | |
} | |
guard let input = try? AVCaptureDeviceInput(device: frontCamera) else { | |
print("Unable to capture device") | |
return UIView() | |
} | |
self.captureSession = AVCaptureSession() | |
self.captureSession.sessionPreset = .hd1280x720 | |
self.stillImageOutput = AVCapturePhotoOutput() | |
self.stillImageOutput.isHighResolutionCaptureEnabled = false | |
self.stillImageOutput.connection(with: .video)?.videoOrientation = .portrait | |
if self.captureSession.canAddInput(input) && self.captureSession.canAddOutput(self.stillImageOutput) { | |
self.captureSession.beginConfiguration() | |
self.captureSession.addInput(input) | |
} | |
self.captureSession.addOutput(self.stillImageOutput) | |
self.stillImageOutput.isDepthDataDeliveryEnabled = true | |
self.stillImageOutput.enabledSemanticSegmentationMatteTypes = self.stillImageOutput.availableSemanticSegmentationMatteTypes | |
DispatchQueue.global().async { | |
self.captureSession.commitConfiguration() | |
self.captureSession.startRunning() | |
DispatchQueue.main.async { | |
self.videoPreviewLayer = AVCaptureVideoPreviewLayer(session: self.captureSession) | |
let newActions = [ | |
"onOrderIn": NSNull(), | |
"onOrderOut": NSNull(), | |
"sublayers": NSNull(), | |
"contents": NSNull(), | |
"bounds": NSNull(), | |
] | |
self.videoPreviewLayer.actions = newActions | |
self.videoPreviewLayer.videoGravity = .resizeAspectFill | |
self.videoPreviewLayer.connection?.videoOrientation = .portrait | |
self.previewView.layer.addSublayer(self.videoPreviewLayer) | |
self.videoPreviewLayer.layoutIfNeeded() | |
self.videoPreviewLayer.frame = self.previewView.bounds | |
} | |
} | |
print("finished view \(NSDate().timeIntervalSince1970)") | |
return previewView | |
} | |
override static func requiresMainQueueSetup() -> Bool { | |
return false | |
} | |
} |
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import {requireNativeComponent} from 'react-native'; | |
export const DepthCameraComp = requireNativeComponent('CameraBridge'); |
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