OpenCV

OpenCV now has official merchandise for the first time! Quality t-shirts, sweaters, pet bandanas, and more are available in the official shop. Get an "I Love OpenCV" shirt in English, Spanish, and simplified Chinese. Shop now: https://lnkd.in/dSPNRCjE #OpenCV #ComputerVision #AI #OpenSource #NonProfit #ILoveOpenCV

RCCar online racing simulator system allows you to drive a physical miniature vehicle in a physical miniature world. Combining this with physical effects and theatrics tied to a digital augmentations within the live stream creates this mixed reality driving experience with so much potential. 😂 #racinggame #driving #racing #simulation

Hey, my AI Enthusiasts. 🚀 I am very excited to share my first blog as part of the DevRel team at Voxel51... "Journey into Visual AI: Exploring FiftyOne Together — Part I Introduction" As developers, we can find diving into new tools exciting and uncertain. That's exactly how I felt when I started exploring FiftyOne, Voxel51's powerful open-source platform for Visual AI. So, why not document this journey and invite you to join me? Whether you're a seasoned developer or just starting your Visual AI journey, this blog series allows us to learn, share, and grow together. In this first post, I'll dive into the basics and set the stage for a hands-on experience in tracking. Let's address our most significant pain points in Visual AI and unlock the potential of FiftyOne together! 👉 Check out the blog here: https://lnkd.in/gFz3gEHV. ✍️ Let me know your thoughts and questions in the comments! 💬 What challenges have you faced when exploring new tools in Visual AI? Let's make this a collaborative adventure! 🌟 Jimmy Guerrero Harpreet Sahota 🥑 Daniel G. Dillon Pinto, MBA Brian Moore Robert Wright Eric Hofesmann Paul Wealls Phil Nelson Jinger Zeng Bojan Tunguz, Ph.D. Aaron Mathew Edgar Lobaton Chris Padwick Jason Corso Mateo Castrillon Cuervo Samet Akcay Oliver Hamilton Robert Arvind Mrinal Karvir Jorge Eduardo Hernández Londoño Nufar Gaspar Binesh Kumar Cindy Luttrell Aaron Fuller Paula Andrea Cárdenas Galindo Heather Couture, PhD Steven Mirsky Steven Pousty, Ph.D. Jean-Georges Perrin Serg Masís Adonai Vera Sarah Ostadabbas Alexey Myakov #AI #MachineLearning #VisualAI #OpenSource #FiftyOne #Voxel51 #DeveloperCommunity

The AI PC from Intel is here! Our pal Raymond Lo 👓🤖 returns to the OpenCV Live to demonstrate the power and fun that this beefy new machine provides. Tune in to see how to build your own multimodal AI chatbot, ask questions during the live stream, and stick around to win our special giveaway! #OpenCV #ComputerVision #AI #Intel #IamIntel #OpenSource #DIY

SAMURAI - an advance in video segmentation and tracking! 🔥 🔥 🔥 I tested SAMURAI on a complex and crowded scene, and the results look promising. Would you like to see a YouTube stream covering this model? SAMURAI is research released by Hsiang-Wei H., Cheng-Yen Yang, Wenhao Chai, Cheng-Yen Yang, Zhongyu Jiang, and Jenq-Neng Hwang from the University of Washington, aiming to enhance the visual object tracking capabilities of the Segment Anything Model (SAM2). It addresses SAM2's limitations in handling crowded scenes and managing occlusions. - Motion Modeling: The researchers employ a Kalman Filter to predict the object's position and dimensions, which helps select the most confident mask from multiple candidates. - Motion-Aware Memory Selection: Instead of the original fixed-window memory approach, the researchers introduced a selective method that considers the mask affinity score, object occurrence score, and motion score to choose the relevant frames from the memory bank. Links to the code, paper, and my dirty Google Colab are in the comments below 👇🏻 #computervision #opensource #segmentation #tracking

It is impossible to imagine any modern airport without computer vision systems — AI, among other things, helps sort luggage with almost no errors, even millions of pieces of luggage per month. https://lnkd.in/d5KS--m3

Thank you to everyone who came to play with us at EdTech Taiwan! We had a lot of fun, maybe too much fun at the show. #EdTech #XR #VR #AR

🔹Using DepthPro and YOLO for Depth Measurement and 3D Reconstruction🔹 Distance + Depth + Point Cloud + 3D Bounding Box I’ve been working on integrating the DepthPro model with YOLO segmentation to create a system for metric distance measurement, depth estimation, and 3D point cloud reconstruction with object segmentation. The goal is to develop an efficient and accurate setup for capturing depth and spatial relationships in a single process. DepthPro is a powerful tool for monocular depth estimation, producing high-resolution depth maps that allow us to measure distances without needing detailed camera data. Combined with YOLO for object detection, this approach enables the generation of 3D point clouds with bounding boxes around objects — bringing us closer to creating monocular systems for use in autonomous vehicles. Big thanks to Nicolai Nielsen and TAI DO for their inspiring ideas on reconstruction and distance estimation that helped shape this approach. Looking forward to seeing where this technology can take us in the field of 3D vision! #ComputerVision #3DReconstruction #DepthEstimation #AI #MachineLearning

The annual conference for the Robot Operating System (ROS) recently took place in Odense, Denmark, and on OpenCV Live we've got Katherine Scott (DevRel for ROS and more) to tell us all about it. Tune in to see the latest in robotics simulation, visualization, AI and hardware. #OpenCV #ComputerVision #AI #ROS #ROSCon #OpenSource #Hardware #Robotics

The software we use everyday doesn't leverage the power of sight. But it will soon. Roboflow has raised an additional $40M to further grow open source and enterprise visual AI. Delivering on the promise of computer vision and visual AI is bigger than any one co. Open source packages we maintain with the community see millions of downloads. Roboflow Universe supports 500M+ user created and shared images across 150k+ models. The hosted platform has delivered 1M hours of GPU training to open source projects. We remain committed to being the starting point for those tinkering, creating, and scaling up your computer vision projects from dataset to model to deployment (and, increasingly, in reverse order). We've also seen rapid adoption from 25,000 organizations, including some of the world's largest Fortune 100 companies, operating at worldwide scale. Roboflow's solutions keep trains on the tracks, ensure your packages show up on time, and provide the building materials for your homes. 40% of global GDP (!) is wrapped up in these operationally intensive, real world businesses, and they're seeing millions in ROI partnering with Roboflow. We'd love to build with you.