Mark Filion
April 10, 2024
Share this post:
Reading time:
With a multitude of applications, the STM32MP2 is being put to the test as an integral platform for open source machine learning at Collabora's booth at Embedded World this year. As one of the featured demos, it highlights how some neural networks can be run on the edge, enabling decisions be made without relying on the Cloud.
Using TensorFlow Lite models optimized for the STM3MP2 NPU along with an upstream-ready H.264 encoder (Video4Linux2), this demo also showcases GStreamer's all-new analytic metadata framework via ONVIF metadata streaming over RTP in Rust.
 |
Due to the need for an NPU that can handle analyzing video images en mass, the STM32MP2 is an ideal and affordable chip to enable edge AI solution in industrial environments. As an essential piece for machine learning functions, it can also be applied to the fields of industry 4.0, security, robotics, and real-time quality control.
Stop by Booth 404 in Hall 4 to get a firsthand look at edge intelligence on STMicroelectronics' STM32MP2!
15/01/2026
With openwrt-one-debian, you can now install and run a full Debian system leveraging the OpenWrt One’s NVMe storage, enabling everything…
13/01/2026
At this year's edition of FOSDEM Collabora will be present with 7 talks! Join us to get the latest on video capture on Rockchip SoCs, Tyr,…
24/12/2025
A deep dive on the current status of Chromium enablement on MediaTek Genio SoCs, including what the numbers look like when MediaTek’s hardware…
Whether writing a line of code or shaping a longer-term strategic software development plan, we'll help you navigate the ever-evolving world of Open Source.
한국어 버전의 Collabora.com 보기
Acesse Collabora.com em Português
Comments (0)
Add a Comment