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license: mit
tags:
- ecg
- activity-recognition
- pytorch
---
# ECG Activity Classifier (ECGFounder fine-tune)
Fine-tuned from [PKUDigitalHealth/ECGFounder](https://huggingface.co/PKUDigitalHealth/ECGFounder)
for activity classification from single-lead ECG.
**Not validated for clinical or diagnostic use.**
## Classes
cycling, running, stationary, walking
## Performance
Validation accuracy (final model, early-stopping slice): 77.4%
## Preprocessing
- Window: 10s, overlap: 2s
- Normalise: True
- Sampling rate: 100 Hz
## Usage
## License
Derived from PKUDigitalHealth/ECGFounder (MIT license).
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