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The latest from our Open Source experts

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Collabora takes first place at ICME 2025 Grand Challenge

June 19, 2025 by Kara Bembridge  |   News & Events

Building on our Open Source strengths in AI and data-driven solutions, Collabora's ML team, led by Marcus Edel, Vineet Suryan, & Aaron Boxer, has taken first place in Track 3 of the ICME 2025 Grand Challenge on Video Super-Resolution for Video Conferencing.

Collabora takes first place at ICME 2025 Grand Challenge

Meet Boardswarm, a new Open Source tool for board management and distributed development

June 17, 2025 by Martyn Welch  |   News & Events

Improving access, flexibility, and CI integration for development boards, making it easier for developers to work with embedded hardware, no matter where they are.

Meet Boardswarm, a new Open Source tool for board management and distributed development

Constructor acquires, destructor releases

June 09, 2025 by Gustavo Noronha  |   Blog

In this final article based on Matt Godbolt's talk on making APIs easy to use and hard to misuse, I will discuss locking, an area where C++ has produced some interesting ideas, most notably something called RAII — Resource Acquisition Is Initialization.

Constructor acquires, destructor releases

Industry week in focus: ISC, AWE & InfoComm take the stage

June 02, 2025 by Kara Bembridge  |   News & Events

Next week Collabora will be covering a lot of ground, attending 3 separate events in 3 different time zones: ISC High Performance, Augmented World Expo, and InfoComm! Catch up with us at one of these events.

Industry week in focus: ISC, AWE & InfoComm take the stage

Breaking language barriers 2.0: Moving closer towards fully reliable, production-ready Hindi ASR

May 29, 2025 by Vineet Suryan  |   News & Events

After cleaning up and expanding Whisper-Hindi to 3,000 hours, we now have explicit timestamp prediction, faster I/O, and fine-tuned models across all sizes, bringing us even closer to fully reliable, production-ready Hindi ASR.

Breaking language barriers 2.0: Moving closer towards fully reliable, production-ready Hindi ASR

Kernel 6.15: Divide and conquer

May 27, 2025 by Detlev Casanova  |   News & Events

The latest Linux kernel brings expanded hardware support for MediaTek and Rockchip, enhanced graphics drivers, and more. Collabora played a key role in this release, with no less than 20 authored contributors!

Kernel 6.15: Divide and conquer

PanVK reaches Vulkan 1.2 conformance on Mali-G610

May 26, 2025 by Erik Faye-Lund  |   News & Events

Just about 6 weeks after we announced Vulkan 1.1 conformance for PanVK on G610 GPUs, Vulkan 1.2 is now also checked off the list!

PanVK reaches Vulkan 1.2 conformance on Mali-G610

Monado v25.0.0: Driving the future of cross-platform Open Source XR

May 22, 2025 by Mark Filion  |   News & Events

Monado's first stable release of 2025 is here. From enhanced Android support and driver updates to improved runtime stability and tooling, Collabora's XR team delivered a wide array of improvements for the cross-platform, open source OpenXR runtime.

Monado v25.0.0: Driving the future of cross-platform Open Source XR

What if C++ had decades to learn?

May 21, 2025 by Gustavo Noronha  |   Blog

In this second article of a three-part series, I look at how Matt Godbolt uses modern C++ features to try to protect against misusing an API that deals with destructive state transition based on a talk he gave on making code easy to use and hard to misuse.

What if C++ had decades to learn?

Unleashing gst-python-ml: Python-powered ML analytics for GStreamer pipelines

May 12, 2025 by Aaron Boxer  |   Blog

Powerful video analytics pipelines are easy to make when you're well-equipped. Combining GStreamer and Machine Learning frameworks are the perfect duo to run complex models across multiple streams.

Unleashing gst-python-ml: Python-powered ML analytics for GStreamer pipelines

Matt Godbolt sold me on Rust (by showing me C++)

May 06, 2025 by Gustavo Noronha  |   Blog

Gustavo Noronha helps break down C++ and shows how that knowledge can open up new possibilities with Rust.

Matt Godbolt sold me on Rust (by showing me C++)

Debuting at XR EXPO 2025

May 01, 2025 by Kara Bembridge  |   News & Events

Join us in Stuttgart, Germany for XR EXPO 2025! This two-day event will be the meeting place for the XR community to exchange ideas and explore the latest trends.

Debuting at XR EXPO 2025

Simplifying Bluetooth qualification for Linux/BlueZ: New upstream documentation

May 26, 2026 by Frederic Danis  |   Blog

New upstream BlueZ documentation helps simplify Bluetooth qualification for Linux-based products by mapping supported profiles, test requirements, software versions, and manual steps in one place.

Simplifying Bluetooth qualification for Linux/BlueZ: New upstream documentation

Building Tyr in Rust: CSF architecture and booting the MCU

May 14, 2026 by Daniel Almeida  |   Blog

See how Tyr moves beyond MCU firmware boot to build the group, queue, VM, submission, and completion paths needed to run real Vulkan workloads on Mali CSF GPUs.

Building Tyr in Rust: CSF architecture and booting the MCU

Optimizing memory access in NIR

May 07, 2026 by Faith Ekstrand  |   Blog

A complete breakdown of Mesa’s NIR compiler detailing how it optimizes shader memory access with SSA promotion, deref analysis, copy propagation, and store elimination to reduce memory traffic and improve GPU performance.

Optimizing memory access in NIR

BlueZ-powered Auracast broadcasting on Genio 700

May 05, 2026 by George Kiagiadakis  |   Blog

Collabora brought Bluetooth Auracast broadcasting to MediaTek Genio 700 for Embedded World 2026. Here's the complete, fully Open Source setup featuring Debian, BlueZ, PipeWire, with all the code and configs from our live booth demo.

BlueZ-powered Auracast broadcasting on Genio 700

Making the invisible audible: Building an OpenXR experience for ocean protection

April 22, 2026 by Kara Bembridge  |   Blog

Using our XR expertise, Collabora created a standalone XR experience for our 1% for the Planet partner, SOMAR, to showcase the direct impact of underwater noise pollution on marine life.

Making the invisible audible: Building an OpenXR experience for ocean protection

Bringing BitNet to ExecuTorch via Vulkan

April 17, 2026 by Vineet Suryan  |   Blog

BitNet-style ternary brings LLM inference to ExecuTorch via its Vulkan backend, enabling much smaller, bandwidth-efficient models with portable GPU execution on edge devices. Presented at PyTorch Conference Europe 2026.

Bringing BitNet to ExecuTorch via Vulkan

Re-thinking framebuffers in PanVK

March 23, 2026 by Faith Ekstrand  |   Blog

PanVK’s new framebuffer abstraction for Mali GPUs removes OpenGL-specific constraints, unlocking more flexible tiled rendering features in Vulkan.

Re-thinking framebuffers in PanVK

Running Mainline Linux, U-Boot, and Mesa on Rockchip: A year in review

March 02, 2026 by Nicolas Frattaroli  |   Blog

Get the recap of Nicolas Frattaroli's FOSDEM talk detailing Rockchip’s mainline progress, including Vulkan 1.4 and NPU support as a vital path to sustainable, affordable hardware.

Running Mainline Linux, U-Boot, and Mesa on Rockchip:  A year in review

Now streaming: Collabora XDC 2025 presentations

December 02, 2025 by Mark Filion  |   Blog

As an active member of the freedesktop community, Collabora was busy at XDC 2025. Our graphics team delivered five talks, helped out in two more sessions, and ran a workshop for newcomers.

Now streaming: Collabora XDC 2025 presentations

Implementing Bluetooth LE Audio & Auracast on Linux systems

November 24, 2025 by George Kiagiadakis  |   Blog

LE Audio introduces a modern, low-power, low-latency Bluetooth® audio architecture that overcomes the limitations of classic Bluetooth® profiles. Get a detailed look at its features, how its supported on Linux, and what lies ahead.

Implementing Bluetooth LE Audio & Auracast on Linux systems

Strengthening KernelCI: New architecture, storage, and integrations

November 17, 2025 by Gustavo Padovan  |   Blog

Collabora’s long-term leadership in KernelCI has delivered a completely revamped architecture, new tooling, stronger infrastructure, and deeper integrations—modernizing the entire ecosystem and enabling reliable, scalable upstream kernel testing.

Strengthening KernelCI: New architecture, storage, and integrations

Font recognition reimagined with FasterViT-2

November 11, 2025 by Marcus Edel  |   Blog

Collabora extended the AdobeVFR dataset and trained a FasterViT-2 font recognition model on millions of samples. The result is a state-of-the-art model for fine-grained font identification that can also be used for downstream tasks.

Font recognition reimagined with FasterViT-2

Save your spot at FOSDEM 2026: Rockchip, Tyr, GStreamer ML & more!

January 13, 2026 by Kara Bembridge  |   News & Events

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, machine learning in GStreamer, and more!

Save your spot at FOSDEM 2026: Rockchip, Tyr, GStreamer ML & more!

Chromium on MediaTek: From testing to real-world performance on Genio 700 & 720

December 24, 2025 by Alexandros Frantzis  |   News & Events

A deep dive on the current status of Chromium enablement on MediaTek Genio SoCs, including what the numbers look like when MediaTek’s hardware codecs are driven by Chromium’s V4L2 paths.

Chromium on MediaTek: From testing to real-world performance on Genio 700 & 720

Driving a seamless Chromium experience on MediaTek SoCs

December 17, 2025 by Alexandros Frantzis  |   News & Events

As Chromium becomes the default UI runtime on embedded Linux devices, we’re closing long-standing V4L2 gaps and enabling efficient hardware video encoding and decoding on MediaTek platforms for both downstream and upstream.

Driving a seamless Chromium experience on MediaTek SoCs

Monado 25.1.0: Enabling OpenXR experiences of tomorrow

December 10, 2025 by Frederic Plourde  |   News & Events

Released as UnitedXR wraps up in Brussels, this latest update to the cross-platform Open-Source OpenXR runtime delivers major improvements across hand tracking, device support, and the core runtime infrastructure.

Monado 25.1.0: Enabling OpenXR experiences of tomorrow

Pushing the kernel forward at Linux Plumbers 2025

December 04, 2025 by Kara Bembridge  |   News & Events

Collabora is headed to Tokyo for the Linux Plumbers Conference! Join us for our talks exploring stability for Rockchip boards, the latest Tyr Rust-based GPU, and more.

Pushing the kernel forward at Linux Plumbers 2025

Kernel 6.18: Tyr advances Rust in Linux

December 03, 2025 by Louis-Alexis Eyraud  |   News & Events

In the latest Linux kernel release, Collabora’s engineering team delivers multiple contributions including Tyr, a Rust driver for CSF-based Arm Mali GPUs, as well as ongoing hardware enablement and improved support for MediaTek SoCs.

Kernel 6.18: Tyr advances Rust in Linux

Training open source LLMs at ESE Kongress 2025

November 27, 2025 by Kara Bembridge  |   News & Events

Collabora will be at Embedded Software Engineering Kongress! Catch our talk as we share our expertise in training large open source models.

Training open source LLMs at ESE Kongress 2025

Racing karts on a Rust GPU kernel driver

November 19, 2025 by Daniel Almeida  |   News & Events

The Tyr prototype has now progressed from basic GPU job execution to running GNOME, Weston, and full-screen 3D games like SuperTuxKart, demonstrating a functional, high-performance Rust driver that matches C-driver performance!

Racing karts on a Rust GPU kernel driver

Open Source at AGRITECHNICA 2025

November 05, 2025 by Mark Filion  |   News & Events

As a trusted partner of industry leaders like CLAAS, Ag Leader, and CCI, we are delighted to exhibit for the first time at one of the world’s leading agricultural trade fairs, taking place November 9–15. Meet us at the Digital Farm Center in Hall 21!

Open Source at AGRITECHNICA 2025

Collabora + MediaTek: Pushing boundaries on the latest IoT boards and Chromebooks

October 16, 2025 by AngeloGioacchino Del Regno  |   News & Events

Collabora and MediaTek are advancing upstream Linux support for the latest Genio IoT boards and Chromebook Plus laptops, enabling full hardware functionality, improved security, and broader access to the open source community.

Collabora + MediaTek: Pushing boundaries on the latest IoT boards and Chromebooks

Advancing the pipeline at GStreamer Conference 2025

October 15, 2025 by Kara Bembridge  |   News & Events

Collabora is proud to sponsor this year's annual GStreamer conference, taking place in London, UK. Join us as we showcase the latest with machine learning analytics, WirePlumber, and more.

Advancing the pipeline at GStreamer Conference 2025

Kernel 6.17: auspicious autumnal accomplishments

September 30, 2025 by Nicolas Frattaroli  |   News & Events

The kernel 6.17 release benefits from improvements in the graphics subsystem, hardware enablement, and more! See where Collabora's kernel team contributed to this release.

Kernel 6.17: auspicious autumnal accomplishments

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