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Update 2024-12-23-draft.md
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TheKitty authored Dec 19, 2024
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## Feature
## Hardware Acceleration for uLab in MicroPython

[![title](../assets/20241223/20241223-name.jpg)](url)
[![Hardware Acceleration for uLab](../assets/20241223/20241223ulab.jpg)](https://openmv.io/blogs/news/flir-boson-support-coming-soon)

text - [site](url).
In the past, digital signal processing and machine learning applications on microcontroller platforms were bound by the numerical processing speed. Several years ago, ARM released the definition of the Helium extension to the Cortex-M CPU instruction set, designed to deliver significant numerical performance improvements of certain common operations.

On many variants of MicroPython, [ulab](https://github.com/v923z/micropython-ulab/), the numpy look-alike numerical library has been a popular choice for those who want to retain the ease of Python, but need to crunch numbers fast. The ulab project is planning on raising the bar and exploiting the advantages of ARM's Helium processors to accelerate many of its numerical methods. See more on the [OpenMV Blog](https://openmv.io/blogs/news/flir-boson-support-coming-soon).

## PIOLib: A Userspace Library for PIO Control

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