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Open Source Smartwatch - Building Wearable Tech from Scratch
Open sourcing the firmware of a smartwatch is the core idea behind this project. Currently in the prototyping phase with plans for PCB design and ESP-IDF porting.
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3D Unity Game with MPU6050 and TinyML - A Complete Tutorial
Ever wanted to build your own Unity game using an accelerometer for control with a sprinkle of AI? Here's how I did it during Google Summer of Code 2022!
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In-depth - TensorFlow Lite for Microcontrollers Part 2
A detailed exploration focusing on FlatBuffers serialization, model schema, and microcontroller-specific implementation challenges in TensorFlow Lite.
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In-depth - TensorFlow Lite for Microcontrollers Part 1
An exploration of the inner workings of TensorFlow Lite for Microcontrollers, detailing its design requirements and code generation approach for embedded systems.
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Troubleshooting TinyML Applications 101
A comprehensive guide to debugging TensorFlow Lite for Microcontrollers applications, covering common errors and their solutions.