A demo system that detects and localizes household appliance usage in aggregate smart meter readings using class-activation maps trained with weak possession labels.
Time series classification from scratch with deep neural networks: A strong baseline,
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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.