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tucan9389 / PoseEstimation-CoreML

The example project of inferencing Pose Estimation using Core ML
https://github.com/motlabs/awesome-ml-demos-with-ios
MIT License
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Performance Test #17

Open tucan9389 opened 5 years ago

tucan9389 commented 5 years ago

Model Size (MB), Minimum iOS Version

Model Size Minimum
iOS Version
cpm 2.6 iOS11
hourhglass 2 iOS11

Infernece Time (ms)

Model vs. Device XS XS
Max		 XR X 8 8+ 7 7+ 6S+ 6+
cpm - 27 27 32 31 31 39 37 44 115
hourhglass - 6 7 29 31 32 37 42 48 94

Total Time (ms)

Model vs. Device XS XS
Max		 XR X 8 8+ 7 7+ 6S+ 6+
cpm - 39 40 46 47 45 55 58 56 139
hourhglass - 15 15 38 40 40 48 55 58 106

FPS

Model vs. Device XS XS
Max		 XR X 8 8+ 7 7+ 6S+ 6+
cpm - 23 23 20 20 21 17 16 16 6
hourhglass - 23 23 24 23 23 19 16 15 8
tucan9389 commented 4 years ago