OpenCV

We're excited to announce the release of Anomalib v2.1.0! This version brings several state-of-the-art models and anomaly detection datasets. Check it out! 👇 🎉 New models : 🖼️ UniNet (CVPR 2025): A contrastive learning-guided unified framework with feature selection for anomaly detection. 🖼️ Dinomaly (CVPR 2025): A 'less is more philosophy' encoder-decoder architecture model leveraging pre-trained foundational models. 🎥 Fuvas (ICASSP 2025): Few-shot unsupervised video anomaly segmentation via low-rank factorization of spatio-temporal features. 🎉 New datasets: ✨ MVTec AD 2 : A new version of the MVTec AD dataset with 8 categories of industrial anomaly detection ✨ MVTec LOCO AD : MVTec logical constraints anomaly detection dataset that includes both structural and logical anomalies. ✨ Real-IAD : A real-world multi-view dataset for benchmarking versatile industrial anomaly detection. ✨ VAD dataset : Valeo Anomaly Dataset (VAD) showcasing a diverse range of defects, from highly obvious to extremely subtle. Check out the full Changelog: https://lnkd.in/ezfKxbXi Samet Akcay Rajesh Gangireddy Radwan Ibrahim Blaž Rolih Aimira Baitieva Alexander Barabanov Eugene Liu Alfie Roddan Open.Intel #anomalydetection #machinelearning #opensource #anomalib #intel

43 new certifications were added to the Open Source Hardware Association database in July. From a real-time train map PCB to a slime mold-powered wearable, OSHWA shares a few designs you should check out: https://lnkd.in/ecCBwe7C

🔥 Just gave a live talk on 𝗚𝗿𝗮𝗻𝗶𝘁𝗲 𝗩𝗶𝘀𝗶𝗼𝗻, IBM’s lightweight and efficient large vision-language model, at 𝗢𝗽𝗲𝗻𝗖𝗩 𝗟𝗶𝘃𝗲 — thanks to Phil Nelson and Satya Mallick for the invitation and seamless hosting! 🔥 If you're interested, feel free to check out our Granite Vision model on Hugging Face (https://lnkd.in/gTKf4Kwj) and our technical report (https://lnkd.in/gA93GWpY) on arXiv for more details!

In this talk, Pengyuan Li will present the team’s efforts in building the Granite Vision model—a lightweight, large vision-language model specifically designed to excel in enterprise use cases, particularly in visual document understanding. It's Apache 2 licensed, too! #OpenCV #OpenSource #AI #ComputerVision #HuggingFace #IBM #Live #Webinar #MachineLearning

Greetings from San Francisco. In this edition of the OpenCV Newsletter you'll find out about this week's episode of OpenCV Live on the impressive Granite Vision Large Language-Vision Models, a peek at the next OpenCV University course on Kickstarter, your reminder to fill out the OpenCV Community Survey, and more. #OpenCV #ComputerVision #AI #OpenSource #Webinar #Community #LVLMs #IBM #Kickstarter

Last call for our Los Angeles / El Segundo meetup with Dronecode Foundation! Please register in advance for our joint ROS / PX4 Autopilot meetup in El Segundo tomorrow! We'll have a ton of great talks plus exciting drone demos and tours for our colleagues at Neros Technologies. https://lu.ma/clu5i6az

Exciting news! MetriCal now supports Local Navigation Systems (think odometry or sensor-to-chassis). This new capability tackles the critical challenge of precise positioning when global positioning available. MetriCal's LNS calibration delivers the same sub-millimeter accuracy that thousands of deployed systems already trust, ensuring all your sensors work together seamlessly. The best part? It integrates right into existing MetriCal workflows with minimal learning curve. Check out our latest blog post for more: https://lnkd.in/eXR4F7DQ #Robotics #AutonomousSystems #SensorCalibration #GPS #LocalNavigation #MetriCal

Calling all Edge AI Earth Guardians! 🐘🌳🌊 Presented in collaboration with the EDGE AI FOUNDATION, our new competition challenges engineers, developers, and technologists to propose innovative AI solutions that address critical environmental challenges, with a focus on wildlife protection, deforestation prevention, and ecosystem monitoring. Have an idea for a submission? This is your chance to make a measurable impact on our world. 30 applicants will receive a $500 manufacturing voucher from NextPCB towards building their prototype, and five winners will be awarded a paid trip to Taiwan to present at EDGE AI Taipei 2025 in November. // 🌍 https://lnkd.in/eEFkD4Fm

#opensauce was a refreshing reminder that communities like Hackster.io are full of contagious passion for technology. There’s nothing quite like chatting with Hackster friends next to oversized, 3D-printed limbs, a Titanic raft simulation, all amidst the buzz of creative engineering. Be part of a community where “what if” turns into “... so I did a thing...” These are the minds that quietly shape what’s next and they're a hell of a lot of fun to spend the day with.

Looking forward to interviewing Herine Palacios and Avinash Baskaran Ph.D. on #HacksterCafe! OSHWA's Open Healthware conference features some other names I know from interesting work in #OpenSource #Hardware – like Jean Rintoul, PhD and Alex Hornstein – and a bunch I'm excited to learn about. It's free to attend (live or virtual), this Friday & Saturday. Join us for a preview! // #OpenScience #Biohacking