HARTransferLearning
Transfer Learning from one dataset to another different dataset using Maximum Mean Discrepancy (MMD)
Install / Use
/learn @shafiqul-islam-sumon/HARTransferLearningREADME
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
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Activities for the WISDM dataset <br/>
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Test Accuracy : 56.3950%
