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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

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

A practical debugging guide for media driver developers

July 22, 2025 by Olivier Crête  |   Blog

Getting into kernel development can be daunting. There are layers upon layers of knowledge to master, but no clear roadmap, especially when it comes to debugging drivers or navigating userspace-kernel issues.

A practical debugging guide for media driver developers

Quick notes from the GStreamer Spring Hackfest 2025

July 15, 2025 by Olivier Crête  |   Blog

This past May, we met with the community at the GStreamer Spring Hackfest in Nice, France, and were able to make great strides, including the integration of AI/ML workflows in GStreamer.

Quick notes from the GStreamer Spring Hackfest 2025

PipeWire workshop 2025: Updates on video transport, Rust efforts, TSN networking, and Bluetooth support

July 03, 2025 by George Kiagiadakis  |   Blog

As part of the activities Embedded Recipes in Nice, France, Collabora hosted a PipeWire workshop/hackfest, an opportunity for attendees to meet face-to-face with PipeWire developers and participate in direct discussions about the future of PipeWire.

PipeWire workshop 2025: Updates on video transport, Rust efforts, TSN networking, and Bluetooth support

Collabora at Embedded World 2026: Open Source AI and Embedded Innovation

March 05, 2026 by Kara Bembridge  |   News & Events

As champions of open source development in the embedded community, Collabora will be at Booth 4-404 with an impressive lineup of live demonstrations spanning graphics, machine learning, continuous testing, and real-world applications.

Collabora at Embedded World 2026: Open Source AI and Embedded Innovation

RK3588 and RK3576 video decoders support merged in the upstream Linux Kernel

February 25, 2026 by Detlev Casanova  |   News & Events

Support for Rockchip’s VDPU381 and VDPU383 decoders is now upstream in Linux, bringing mainline H.264/HEVC decode support, robust IOMMU-reset recovery, and new HEVC V4L2 UAPI controls aligned with Vulkan Video.

RK3588 and RK3576 video decoders support merged in the upstream Linux Kernel

Weston 15.0 is here: Lua shells, Vulkan rendering, and a smoother display stack

February 19, 2026 by Marius Vlad  |   News & Events

Weston 15.0 has arrived, bringing a brand new Lua-based shell for fully customizable window management, an experimental Vulkan renderer, and a host of improvements to color handling, media playback, and display performance.

Weston 15.0 is here: Lua shells, Vulkan rendering, and a smoother display stack

Monado at the core of Android XR

February 18, 2026 by Mark Filion  |   News & Events

Collabora is excited to see Monado at the heart of the new OpenXR runtime for Android XR, a major milestone for Open Source XR interoperability.

Monado at the core of Android XR

GStreamer 1.28 brings AI inference to your media pipeline

February 17, 2026 by Olivier Crête  |   News & Events

With its latest release, GStreamer adds native support for AI inference engines including ONNX Runtime, LiteRT, and Burn, along with tensor decoders for YOLO, face detection, tracking, and more.

GStreamer 1.28 brings AI inference to your media pipeline

Kernel 6.19: GPU, SoC, and Rust improvements

February 10, 2026 by Michael Riesch  |   News & Events

Collabora continues to be a key contributor to the Linux kernel, with 125 patches from 21 developers! Highlights include Arm Mali GPU improvements, expanded MediaTek and Rockchip SoC support, Rust integration progress, and new Rockchip video capture functionality.

Kernel 6.19: GPU, SoC, and Rust improvements

Running Debian on the OpenWrt One

January 15, 2026 by Sjoerd Simons  |   News & Events

With openwrt-one-debian, you can now install and run a full Debian system leveraging the OpenWrt One’s NVMe storage, enabling everything from custom services and containers to development tools and lightweight server workloads, all on open hardware.

Running Debian on the OpenWrt One

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

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