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DepthPrediction-CoreML

platform-ios swift-version lisence

This project is Depth Prediction on iOS with Core ML.
If you are interested in iOS + Machine Learning, visit here you can see various DEMOs.

GIF demo 1 Screenshot 1 Screenshot 2 Screenshot 3 Screenshot 4

How it works

When use Metal

image

Requirements

  • Xcode 10.2+
  • iOS 11.0+
  • Swift 5

Model

Download

Download model from apple's model page.

Matadata

input node output node size
FCRN [1, 304, 228, 3]
name: image
[1, 128, 160]
name: depthmap
254.7 MB
FCRNFP16 [1, 304, 228, 3]
name: image
[1, 128, 160]
name: depthmap
127.3 MB

Inference Time

Device Inference Time Total Time(GPU) Total Time(CPU)
iPhone 12 Pro Max
iPhone 12 Pro
iPhone 12
iPhone 12 Mini
iPhone 11 Pro Max
iPhone 11 Pro 134 ms 134 ms 149 ms
iPhone 11
iPhone SE(2nd)
iPhone XS Max 146 ms 155 ms
iPhone XS 146 ms 151 ms
iPhone XR 148 ms 154 ms
iPhone X 624 ms 640 ms
iPhone 8+ 621 ms 634 ms
iPhone 8 626 ms 639 ms
iPhone 7+ 595 ms 609 ms
iPhone 7 612 ms 624 ms
iPhone 6S+ 1038 ms 1051 ms

See also