Skip to content

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

Notifications You must be signed in to change notification settings

ZWL2307375057/HARTransferLearning

 
 

Repository files navigation

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)

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Jupyter Notebook 91.7%
  • Python 8.3%