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Jakub Domaszewicz avatar

Jakub Domaszewicz

December 3, 2021
Plotting Ventilation Level in Python

Plotting Ventilation Level in Python

Build a real-time ventilation plotter in Python using the Aidlab SDK, filtering the respiratory stream and painting it with matplotlib. We cover device pairing, async loops, and two animation strategies so researchers can inspect inhalation curves seconds after capture. Ideal for labs that need publication-ready visuals without leaving their notebook.

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Jakub Domaszewicz avatar

Jakub Domaszewicz

December 3, 2021
Workout Detector in Python

Workout Detector in Python

Spin up a Python script that listens to Aidlab's workout detector and logs every push-up, burpee, and squat your clients crank out. You will learn how motion plus orientation streams trigger on-device classification, and how to extend the callback for your own analytics. A fast track for coaches and hackers who want rep counts without building machine learning from scratch.

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Maja Nowak avatar

Maja Nowak

October 7, 2020
The Era of AI-Based Fitness

The Era of AI-Based Fitness

While robots won't replace fitness coaches anytime soon, there's merit in having an AI fitness assistant to remind you to unglue yourself from the desk and take a moment to pay attention to your well-being.

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Maciej Daniszewski avatar

Maciej Daniszewski

October 16, 2025
Measuring Stress

Measuring Stress

Stress hides in plain sight, so we dig into multi signal monitoring-heart rate, respiration volume, motion-to separate panic from posture changes. You will see why single metric apps get fooled, how white coat spikes manifest, and how physiological data can reveal what self-perception often misses.

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