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MobileNet in CoreML with Vision implemented for iPhone iOS in Swift

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iOS 11 Project using Vision and CoreML to recognize objects from the camera's video output

preview

currently

  • make VNCoreMLRequest every new videoframe (AVCaptureVideoDataOutputSampleBufferDelegate)
  • use VNSequenceRequestHandler
  • using MobileNet.mlmodel (https://arxiv.org/abs/1704.04861v1) for object classification

todo

  • figure out the best way to recognize multiple objects ( a better model like https://pjreddie.com/darknet/yolo/ , or process frame as a grid of small images )
  • bounding boxes
  • object tracking

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