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Labeling tools are great, but what about quality checks?

January 17, 2023 by Jakub Piotr Cłapa  |   Blog

MLfix is an open-source tool that combines novel unsupervised machine-learning pipelines with a new user interface concept that, together, help annotators and machine-learning engineers identify and filter out label errors.

Labeling tools are great, but what about quality checks?

A brave new world: building glibc with LLVM

January 17, 2023 by Adrian Ratiu  |   Blog

Times are changing: LLVM has become more than a spare to GCC, such that glibc - the last big GCC bastion, is now working towards supporting LLVM as a first-class citizen.

A brave new world: building glibc with LLVM

Kicking off 2023 with the MIT Reality Hack!

January 11, 2023 by Jakob Bornecrantz  |   Blog

It's with excitement and nervousness that I'm writing this post, sitting on a plane heading to Boston where I will attend the MIT Reality Hack as a mentor.

Kicking off 2023 with the MIT Reality Hack!

Always growing, always evolving

December 29, 2022 by Kara Bembridge  |   News & Events

With only a few months passing since our last new joiner update, it should come as no surprise that the Collabora crowd has expanded yet again. Our flexible disposition affords us an exceptional bunch to onboard when opportunity knocks.

Always growing, always evolving

State of Monado's visual-inertial tracking

December 20, 2022 by Mateo de Mayo  |   Blog

The development of Monado's inside-out tracking solution keeps improving and more devices are now supported. Here's an overview of where things stand, as presented at the FOSS XR conference in October.

State of Monado's visual-inertial tracking

Faith Ekstrand is a 2022 Khronie Award recipient!

December 19, 2022 by Kara Bembridge  |   News & Events

Contributing to the Vulkan Working Group since 2015, Faith has continues to make a significant impact. Her expertise and diligence has helped to shape the group and we're proud to see his hard work see some well earned spotlight.

Faith Ekstrand is a 2022 Khronie Award recipient!

Machine Learning with Etnaviv and OpenCL

December 15, 2022 by Italo Nicola  |   Blog

Machine learning is increasingly seeing more applications and it's important to have FOSS options to accelerate such workloads. With that in mind, we began an effort earlier this year to get a TFLite model running on a VIM3 NPU using Etnaviv and OpenCL.

Machine Learning with Etnaviv and OpenCL

Kernel 6.1: Multi-generational improvements

December 13, 2022 by AngeloGioacchino Del Regno  |   News & Events

Collabora's contributions include ongoing upstreaming of the RockChip RK3588 and MediaTek Helio X10 (MT6795) SoCs, numerous bug fixes and improvements for Cedrus and Hantro IPs, and memory shrinker support for the VirtIO-GPU driver.

Kernel 6.1: Multi-generational improvements

Wine on Wayland 2022 update: more games, more apps, more fun!

December 12, 2022 by Alexandros Frantzis  |   News & Events

The focus in 2022 was on maturing the Wayland driver and keeping up to date with the Wine upstream internal changes, which involved updating it for the latest internal driver APIs, and making preparations to support WoW64.

Wine on Wayland 2022 update: more games, more apps, more fun!

KernelCI now testing Linux Rust code

December 06, 2022 by Adrian Ratiu  |   News & Events

After waiting in the Linux-next integration tree for about 18 months, the basic Rust infrastructure finally landed in the mainline Linux kernel with the imminent release of v6.1.

KernelCI now testing Linux Rust code

Tracing stateless video hardware decoding in V4L2

December 02, 2022 by Deborah Brouwer  |   Blog

Earlier this year, I joined Collabora for a six-month internship to learn how V4L2 (Video4Linux2) supports stateless video hardware decoding, and build a utility that traced and replayed stateless decoding from a userspace perspective.

Tracing stateless video hardware decoding in V4L2

Shifting to open gears for the Automotive Linux Summit

December 01, 2022 by Kara Bembridge  |   News & Events

Coming up next week at the Automotive Linux Summit in Yokohama and virtually, Marius Vlad and Daniel Stone will present the latest on the AGL Wayland compositor, and the current state of graphics virtualization upstream.

Shifting to open gears for the Automotive Linux Summit

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

Blast from the past at Embedded World: Atari plays for Linux

April 11, 2024 by Kara Bembridge  |   News & Events

Adhering to the fundamentals of open source, the Atari VCS OS is based on Debian using the Apertis infrastructure, and the graphics rely on Weston as its Wayland compositor.

Blast from the past at Embedded World: Atari plays for Linux

Up close and personal with STMicroelectronics' STM32MP2 at Embedded World

April 10, 2024 by Mark Filion  |   News & Events

Using TensorFlow Lite models optimized for the STM3MP2 NPU along with an upstream-ready H.264 encoder (Video4Linux2), this demo showcases GStreamer's all-new analytic metadata framework.

Up close and personal with STMicroelectronics' STM32MP2 at Embedded World

New unixfd plugin in GStreamer 1.24

April 08, 2024 by Xavier Claessens  |   News & Events

GStreamer 1.24 was recently released, and with it came with a new plugin to help separate pipelines into different processes.

New unixfd plugin in GStreamer 1.24

Embedded Open Source Summit 2024

April 05, 2024 by Kara Bembridge  |   News & Events

Seattle is hosting this year's Embedded Open Source Summit, the umbrella conference for a collection of open source events. This is the premier space for the open source community and we'll be there with 6 talks!

Embedded Open Source Summit 2024

Collabora's WhisperFusion nominated for Embedded Award 2024

April 03, 2024 by Mark Filion  |   News & Events

Honoring outstanding innovations in the field of embedded system technologies, the annual Embedded Award ceremony will be taking place next week at Embedded World 2024 in Nuremberg.

Collabora's WhisperFusion nominated for Embedded Award 2024

OpenXR & Monado: Recent progress and what's to come

April 02, 2024 by Frederic Plourde  |   News & Events

As we reflect on the strides made in recent months, it's remarkable to see how OpenXR and Monado have evolved and are shaping the future of XR development. Let's take a closer look at the progress made and noteworthy achievements.

OpenXR & Monado: Recent progress and what's to come

Future-proofing at Embedded World 2024

March 22, 2024 by Kara Bembridge  |   News & Events

One of the largest trade fair of its kind, and a global platform for the embedded community, Embedded World will be taking place next month at the NürnbergMesse in the quaint city of Nuremberg, Germany

Future-proofing at Embedded World 2024

GStreamer 1.24: New heights in embedded, network streaming & analytics

March 19, 2024 by Daniel Morin  |   News & Events

Thanks to sponsors like STMicroelectronics, Netflix, Living Optics, and ChromeOS, Collabora once again came in first place with the most contributors for this release, with 16 developers taking part.

GStreamer 1.24: New heights in embedded, network streaming & analytics

Kernel 6.8: MediaTek community flourishes

March 11, 2024 by Muhammad Usama Anjum  |   News & Events

The latest Linux Kernel 6.8 release brings thousands of new lines of code, improving the core kernel, architecture support, networking, file systems, and more.

Kernel 6.8: MediaTek community flourishes

Release the panthor!

March 04, 2024 by Boris Brezillon  |   News & Events

Late last week, the long-awaited kernel driver supporting 10th-generation Arm Mali GPUs was merged into drm-misc. The existing Gallium driver support has also been extended, effectively enabling GPUs on Rockchip's RK3588 platforms.

Release the panthor!

Patch submitted to introduce GitLab-CI pipeline for Linux kernel testing

March 01, 2024 by Helen Koike  |   News & Events

This initial version includes static checks (checkpatch and smatch for now) and build tests across various architectures and configurations, and introduces a flexible 'scenarios' mechanism for subsystem-specific extensions.

Patch submitted to introduce GitLab-CI pipeline for Linux kernel testing

NVK is now ready for prime time

February 28, 2024 by Faith Ekstrand  |   News & Events

The merge request has landed, the non-conformant implementation warnings are gone, and NVK's Meson configuration now reads "nouveau" instead of "nouveau-experimental". It's now time to start shipping NVK to users!

NVK is now ready for prime time

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