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AVFoundation CoreMotion
Capturing
ARKit
Rendering
Application
SceneKit SpriteKit Metal
Processing
ARKit
ARSessionConfiguration
ARFrame
ARFrame
ARFrame
AVCaptureSession CMMotionManager
run(_ configuration) currentFrame
ARSession
World Tracking
Position and orientation
Physical distances
Relative to starting position
3D-feature points
1m
Scene Understanding
Plane detection
Hit-testing
Light estimation
Plane Detection
Horizontal with respect to gravity
Runs over multiple frames
Aligned extent for surface
Plane merging
Existing plane using extent
Existing plane
Estimated plane
Hit-Test Types Light Estimation
Ambient intensity based on captured image
Defaults to 1000 lumen
Enabled by default
configuration.isLightEstimationEnabled = true
// Get ambient intensity value
let intensity = frame.lightEstimate?.ambientIntensity

 

























Optimized for Hardware
Dog playing in a
soccer field
Context Switching
Runs on GPU Runs on CPU
Today’s lunch was
terrible and
disappointing
Word Counts
Use NLP to Process Text
{
"Core" : 1,
"ML" : 1,
"is" : 1,
"awesome" : 1,
"I" : 1,
"love" : 1,
"using" : 1,
"it" : 1,
}
Xcode Your App
Model as CodeGetting the Model
Model
Function learned from data
Observed inputs
Predicts outputs
?Model
photo: flowerType:
Underlying Function
Scene Classification Style TransferTranslation
Sentiment Analysis Handwriting Recognition
Music Tagging Predicting Text
!That was totally 

awesome Leo!
I love you mom 사랑해 엄마
7
Do you know the way to San Jose
Beach
Rock
雑談2017
雑談2017

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雑談2017

  • 1.
  • 2.
  • 3.
  • 4.
  • 5.
  • 7.
  • 8.
  • 9. AVFoundation CoreMotion Capturing ARKit Rendering Application SceneKit SpriteKit Metal Processing ARKit ARSessionConfiguration ARFrame ARFrame ARFrame AVCaptureSession CMMotionManager run(_ configuration) currentFrame ARSession World Tracking Position and orientation Physical distances Relative to starting position 3D-feature points 1m
  • 10. Scene Understanding Plane detection Hit-testing Light estimation Plane Detection Horizontal with respect to gravity Runs over multiple frames Aligned extent for surface Plane merging Existing plane using extent Existing plane Estimated plane Hit-Test Types Light Estimation Ambient intensity based on captured image Defaults to 1000 lumen Enabled by default configuration.isLightEstimationEnabled = true // Get ambient intensity value let intensity = frame.lightEstimate?.ambientIntensity
  • 11.
  • 12.
  • 13.
  • 14.
  • 16.
  • 18.
  • 19.
  • 20. Optimized for Hardware Dog playing in a soccer field Context Switching Runs on GPU Runs on CPU Today’s lunch was terrible and disappointing Word Counts Use NLP to Process Text { "Core" : 1, "ML" : 1, "is" : 1, "awesome" : 1, "I" : 1, "love" : 1, "using" : 1, "it" : 1, } Xcode Your App Model as CodeGetting the Model Model Function learned from data Observed inputs Predicts outputs ?Model photo: flowerType: Underlying Function Scene Classification Style TransferTranslation Sentiment Analysis Handwriting Recognition Music Tagging Predicting Text !That was totally 
 awesome Leo! I love you mom 사랑해 엄마 7 Do you know the way to San Jose Beach Rock