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TinyML Pet Activity Tracker: From XIAO BLE Sense to Edge Impulse

TinyML Pet Activity Tracker: From XIAO BLE Sense to Edge Impulse

A DIY pet activity tracker demonstrates how a tiny XIAO BLE Sense board, coupled with Edge Impulse’s cloud ML platform, can classify rest, walk, and run states with 90 % accuracy. The end‑to‑end pipeline—from data collection and spectral feature extraction to a Flutter mobile app—offers a blueprint for custom animal‑health monitoring solutions.
Kitten TTS: The 25MB AI Voice Model That Runs on a Potato and Challenges Big Tech

Kitten TTS: The 25MB AI Voice Model That Runs on a Potato and Challenges Big Tech

A revolutionary 15M-parameter text-to-speech model shatters industry norms by delivering high-quality voices in under 25MB—small enough to run on Raspberry Pis and phones without GPUs. This open-source breakthrough signals a seismic shift toward efficient, privacy-focused edge AI that democratizes voice technology.