#jupyter_notebook
DINOv2 is a powerful AI model from Meta AI that learns to understand images without needing labeled data, using self-supervised learning. It was trained on 142 million images and creates strong visual features that work well for many tasks like image classification, depth estimation, and segmentation without extra fine-tuning. You can use its pretrained models easily with simple classifiers, saving time and effort. DINOv2 is efficient, scalable, and performs better than many other models, making it great for building versatile computer vision applications quickly and accurately. It’s open-source and ready to use with PyTorch.
https://github.com/facebookresearch/dinov2
📰 MSI Claw Configuration Driver For Linux Coming Together With The Assistance Of AI
One of the latest Linux gaming handheld drivers being worked on is the MSI Claw Configuration Driver for controller configuration...
🔗 Source: https://www.phoronix.com/news/MSI-Claw-Configuration-Driver
#linux
📰Rust stalks IBM mainframes, but only in nightly form
Patch series would bring memory-safe code to Linux's s390 port, with compiler caveats attached.
🔗 Source: https://www.theregister.com/on-prem/2026/05/13/rust-stalks-ibm-mainframes-but-only-in-nightly-form/5239710
#linux
📰 Linux gains more critical Windows apps: 3D Movie Maker and Space Cadet Pinball
Further demonstrating its role as industry default OS the versatility of modern porting tools.
🔗 Source: https://www.theregister.com/oses/2026/05/13/linux-gains-more-critical-windows-apps-3d-movie-maker-and-space-cadet-pinball/5239455
#linux
📰Discord joke that it's The Year of the Linux Desktop
The Year of the Linux Desktop is finally here! Sort of. Well, not really but it's getting there and Discord has seen some nice improvements lately.Read the full article on GamingOnLinux.
🔗 Source: https://www.gamingonlinux.com/2026/05/discord-joke-that-its-the-year-of-the-linux-desktop/
#linux
📰 Fwupd 2.1.3 Linux Firmware Updater Adds Support for SHIFT6mq and SHIFTphone 8
Fwupd 2.1.3 Linux firmware updater is now available for download with support for the SHIFT6mq and SHIFTphone 8 modular smartphones, as well as various other improvements.
🔗 Source: https://9to5linux.com/fwupd-2-1-3-linux-firmware-updater-adds-support-for-shift6mq-and-shiftphone-8
#linux
📰 I tested every Linux desktop and realized fragmentation isn't a problem anymore
Choosing a Linux desktop used to be a make-or-break decision, but nowadays, things are much less complicated.
🔗 Source: https://www.xda-developers.com/tested-every-linux-desktop-realized-fragmentation-problem-anymore/
#linux
📰 F2FS Preparing FSERROR Reporting Support
Introduced in Linux 7.0 was FSERROR as generic I/O error reporting infrastructure. Linux to that point had no standardized mechanism for reporting metadata corruption or file I/O errors to user-space with each file-system doing its own thing. The Flash-Friendly File-System (F2FS) is now the latest Linux file-system preparing for FSERROR usage...
🔗 Source: https://www.phoronix.com/news/F2FS-FSERROR
#linux
📰 Linux 7.0.6 Released To Finish Mitigating the Dirty Frag Vulnerability
Linux 7.0.6 is out as stable this morning to finish mitigating the Dirty Frag vulnerability that was made public last week...
🔗 Source: https://www.phoronix.com/news/Linux-7.0.6-Released
#linux