nesl / ContextAwarenessToolkit

Tools and APIs for developing context inference apps on mobile and pervasive devices

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ContextAwarenessToolkit

A suite of apps to assist developers in different stages of building context inferences apps:

  • Data Collector for collecting sensor data and ground truth labels.
  • Inference Composer that automatically composes and exports an inference pipeline from a collected dataset, including the training and tuning of machine learning models
  • Inference Executor that takes an exported inference pipeline from Inference Composer and performs runtime optimizations of inference executions by partitioning a pipeline across multiple devices.

Please see app sub-folders for the detailed documentation of each app.

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Tools and APIs for developing context inference apps on mobile and pervasive devices

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