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Benchmarking convolutional neural networks for sensor-based human activity recognition on iPhone

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Activitybench 3

Activitybench is an app for benchmarking activity recogntion CNN models, measureing accuracy, latency, etc. on the Apple devices.

This app measures accuracy, latency and CPU load (overall and each core).

iPhone

iPad

Usage

Just setect a model, press Run, and wait a hour to measure the benchmark!

Requirements

  • Xcode 12.0+
  • macOS 11.0+
  • iOS 14.0+

Swift Package Dependencies

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Benchmarking convolutional neural networks for sensor-based human activity recognition on iPhone

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