Can ML predict where my cat is now — part 1

Predicting where Snowy the cat is likely to be based on time and weather
Predicting where Snowy the cat is likely to be based on time and weather

Summary

Hardware for room level cat tracking

Finding the room Snowy is in relies on a base station in each likely location
Finding the room Snowy is in relies on a base station in each likely location
A collection of ESP32 modules and a BLE Tile (white square)

Hardware for logging environmental information

Xiaomi Aqara Temperature and Humidity Sensors

Integration — building a data collection platform

Home Assistant display of location
Home Assistant display of temperature and humidity

Data preparation — extracting data from Home Assistant

Extract of hourly location and environmental readings

What’s next in part 2

Snowy looking forward to reviewing the confusion matrix

Continue reading part-2

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