A demo system that detects and localizes household appliance usage in aggregate smart meter readings using class-activation maps trained with weak possession labels.
Adf & transapp: A transformer-based framework for appliance detection using smart meter consumption series,
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DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time Series
A demo system that detects and localizes household appliance usage in aggregate smart meter readings using class-activation maps trained with weak possession labels.