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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

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

Expanding access to XR: Google Cardboard comes to Monado

October 31, 2025 by Frederic Plourde  |   Blog

Collabora has advanced Monado's accessibility by making the OpenXR runtime supported by Google Cardboard and similar mobile VR viewers so that even more can benefit from OpenXR.

Expanding access to XR: Google Cardboard comes to Monado

From browsers to better drivers: Fixing Zink synchronization the hard way

October 27, 2025 by Faith Ekstrand  |   Blog

By resolving critical synchronization bugs in Zink’s Vulkan–OpenGL interop, Faith Ekstrand paved the way for Zink+NVK to become the default OpenGL implementation for Nouveau.

From browsers to better drivers: Fixing Zink synchronization the hard way

What to do about differing product life cycles

September 25, 2025 by Martyn Welch  |   Blog

Abandoned vendor-provided BSP roadblocks can be overcome when mainline Open Source projects like the Linux kernel are integrated directly. Get your upstreamed BSPs from day one.

What to do about differing product life cycles

Writing a Rust GPU kernel driver: a brief introduction on how GPU drivers work

August 06, 2025 by Daniel Almeida  |   Blog

This second post in the Tyr series dives deeper into GPU driver internals by using the Vulkan-based VkCube application to explain how User Mode Drivers (UMDs) and Kernel Mode Drivers (KMDs) work together to execute GPU workloads.

Writing a Rust GPU kernel driver: a brief introduction on how GPU drivers work

MediaTek Genio update: Kernel, Debian 13 images, and KernelCI

March 10, 2025 by Sjoerd Simons  |   News & Events

Towards the end of 2024, MediaTek and Collabora started on a journey to improve upstream support for MediaTek Genio devices. Here's where things stand.

MediaTek Genio update: Kernel, Debian 13 images, and KernelCI

Apertis v2025: the second Bookworm-based release for industrial embedded devices

March 07, 2025 by Dylan Aïssi  |   News & Events

Apertis v2025 has landed with all the updates from Debian 12.9. This release has a variety of updates including new supported boards, improved release processes, and more!

Apertis v2025: the second Bookworm-based release for industrial embedded devices

Embedded World 2025

February 27, 2025 by Mark Filion  |   News & Events

Join us at the NürnbergMesse in Nuremberg, Germany, as we take part in Embedded World 2025, one of the largest trade fairs of its kind, and a global platform for the embedded community!

Embedded World 2025

12 years of incubating Wayland color management

February 24, 2025 by Pekka Paalanen  |   News & Events

It's been a long road for Wayland's recently landed color management extension. We take a brief look back at how this latest feature was formed.

12 years of incubating Wayland color management

Breaking language barriers: Fine-tuning Whisper for Hindi

February 19, 2025 by Vineet Suryan  |   News & Events

We're proud to announce that Whisper is now available in Hindi! With 2,500 hours of Hindi speech data and innovative techniques like Indic Normalization, this model sets a new benchmark for Hindi ASR.

Breaking language barriers: Fine-tuning Whisper for Hindi

Mesa 25.0: PanVK moves towards production quality

February 04, 2025 by Erik Faye-Lund  |   News & Events

The first release candidate of Mesa 25.0 has recently shipped, bringing with it multiple updates to Panfrost, and most notably to PanVK, the open source Vulkan driver for Arm Mali GPUs.

Mesa 25.0: PanVK moves towards production quality

Welcoming the libsurvive project

January 29, 2025 by Frederic Plourde  |   News & Events

Collabora's involvement in Open Source XR development continues to grow today as we welcome the libsurvive project, the open source lighthouse tracking system, into the fold!

Welcoming the libsurvive project

Kernel 6.13: A flawless end of the year

January 28, 2025 by Sebastian Fricke  |   News & Events

The latest Linux kernel release is here, bringing improvements to the DRM subsystem, further enablement of Rockchip SoCs, a new debugging guide for developers, and more! Here's a recap of Collabora's contributions for 6.13.

Kernel 6.13: A flawless end of the year

MediaTek improvements in Linux 6.13

January 24, 2025 by Sebastian Fricke  |   News & Events

Collabora's deep involvement with the MediaTek community continued to shine this week with the release of Linux 6.13, which saw multiple improvements land for MediaTek SoCs.

MediaTek improvements in Linux 6.13

5 talks for FOSDEM 2025: BlueZ, GStreamer, Open Source AI models & more!

January 07, 2025 by Kara Bembridge  |   News & Events

A testament to its long standing community interest and devote volunteers, FOSDEM will be celebrating its 25th anniversary this year. Join us as we take the stage to discuss BlueZ, GStreamer, Open Source AI models, & more!

5 talks for FOSDEM 2025: BlueZ, GStreamer, Open Source AI models & more!

Upstream support for Rockchip's RK3588: Progress and future plans

December 20, 2024 by Sebastian Reichel  |   News & Events

The Rockchip RK3588 upstream support has progressed a lot over the last few years. As 2024 comes to a close, it is a great time to have a look at the recent changes, work in progress, and the current state in general.

Upstream support for Rockchip's RK3588: Progress and future plans

Academically inclining at NeurIPS 2024

December 09, 2024 by Kara Bembridge  |   News & Events

Collabora will be at NeurIPs this week to dive into the latest academic findings in machine learning and research advancements that are changing the industry.

Academically inclining at NeurIPS 2024

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April 29, San Jose, USA
 

AMD AI DevDay

April 30, San Francisco, USA
 

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