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Human Activity Recognition by Transfer Learning

Recognizing human activities using transfer learnig concept. Here transfer learning concept is used from one dataset to another different dataset. Between the 2 datasets 4 activities are common. So transfer learing is used for this common activities between the 2 datasets.

Common Activities

  • Jogging
  • Sitting
  • Walking
  • Standaing

Dataset

  • HASC
  • WISDM

Tools

  • Jupyter Notebook
  • PyTorch

Description

  • Activities for the WISDM dataset

  • Test Accuracy : 56.3950%

About

Transfer Learning from one dataset to another different dataset using Maximum Mean Discrepancy (MMD)

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