appliance-detection

Here are 6 public repositories matching this topic...

lgarciamarrero92 / ha-nilm

Non-Intrusive Load Monitoring (NILM) for Home Assistant. Estimate appliance activity and energy usage from a whole-home power sensor, all locally.

machine-learning home-assistant nilm energy-disaggregation nilm-algorithms virtual-sensors energy-consumption energy-monitoring non-intrusive-load-monitoring load-disaggregation appliance-detection home-assistant-app

Updated Aug 29, 2026
HTML

adrienpetralia / ApplianceDetectionBenchmark

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[ACM e-Energy23] Appliance Detection Using Very Low Frequency Smart Meters Time Series

machine-learning deep-learning time-series classification electricity-consumption time-series-classification smart-meters electricity-consumption-analysis very-low-frequency appliance-detection

Updated Sep 29, 2025
Python

adrienpetralia / TransApp

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[VLDB 2024] ADF & TransApp: A Transformer-Based Framework for Appliance Detection Using Smart Meter Consumption Series

python deep-learning time-series classification electricity-consumption time-series-classification transformer-architecture smart-meter-data appliance-detection

Updated Feb 12, 2025
Python

adrienpetralia / CamAL

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[ICDE 2025] CamAL: A Weakly Supervised Framework for Appliance Localization in Smart-Meter Series

deep-learning time-series resnet nilm cam xai smart-meter-data appliance-detection

Updated Mar 24, 2026
Python

theJayTea / WattScope

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Snap a photo of your appliance and get instant AI-powered energy analysis, electricity cost estimates, and energy-saving tips.

ai computer-vision home energy-monitor energy-data energy-consumption appliance appliance-level-consumption llm appliance-detection

Updated Apr 17, 2024
CSS

SamB-NZ / Appliance-Beep-Detector

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Arduino-based device for detecting appliance beeps and sending a notification. Uses an Arduino Uno R4 WiFi, electret microphone, and Goertzel tone detection to identify beep patterns from appliances such as washers, dryers, or ovens.

home-automation iot arduino signal-processing dsp goertzel iot-device appliance-monitor sound-detection appliance-detection beep-detector

Updated Mar 8, 2026
C++

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