/HARTransferLearning

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

Primary LanguageJupyter Notebook

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%