📰 OpenCV Blog

Camera calibration is a familiar pain to anyone who works with computer vision. It can be hard to know where to start, and even difficult to know when you’re “d

The 3D-Object Perception Transformer (3PT) unifies detection, segmentation, and 6DoF pose estimation into two multi-view, RGB-only transformers. Demonstrating e

Air cargo still runs on estimates — dimensions eyeballed at acceptance, and containers packed by “feel.” Suraj Nair, founder of Singapore-based Speedcargo, join

One robot is a demo; a hundred robots is an operations problem. Civ Robotics CTO Amit Moran walks through the software practices that keep a distributed rover f

Autonomous drones only fly as well as they can figure out where they are. Drop one into a forest, a dense city, or a disaster zone, and that gets a lot harder —

Date & Time: Thursday, July 2nd 2026 @ 9am Pacific time Topic: Cloud-Optimized OpenCV + Special Announcement Guests: Frantz Lohier (AWS) ​Cloud Optimized OpenCV

Authored by: Abhishek Gola and Gursimar Singh OpenCV 5 is one of the most important releases in the history of OpenCV. For more than two decades, OpenCV has bee

AMD is now an OpenCV 5 Launch Partner and will become an OpenCV Gold Sponsors as part of collaboration focused on OpenCV 5 CPU and GPU acceleration PALO ALTO, C

Computer vision isn’t just for self-driving cars and robots. At Procter & Gamble, it’s helping researchers understand human behavior, generate synthetic data, a

For decades, the hologram was a promise. A thing of science fiction. Something always just around the corner. Shawn Frayne decided to stop waiting. As co-founde

Calibration is one of those problems every computer vision practitioner knows and knows well. Getting multi-sensor, multi-modal systems to agree on a shared vie

2.5 billion model inferences every day across robotics, healthcare, manufacturing, and beyond. That’s the scale at which Ultralytics YOLO operates, and at ​OSCC

Over 1.5 billion downloads. Used in everything from self-driving cars to medical imaging to robotics. OpenCV has become the backbone of modern computer vision —

What does it look like when computer vision and AI power experiences for millions of guests at Disney scale, from AI-driven robotic characters to conversational

What does it take to build an AI that competes in professional motorsports — no driver, no remote control, just autonomous decision-making at race speed? Find o

OpenCV is continuing our partnership with the awesome Display Week conference, joining them in Los Angeles this May 4th for a special one-day event packed with

Join the organizers of the Embedded Vision Summit on this preview webinar for an insider look at the premier conference on practical computer vision and edge AI

A real-world robotics challenge with a $180K prize pool, where innovation and industry impact collide. We’re standing at an inflection point in robotics: electr

This project controls a Universal Robots UR5 using real-time face tracking built with OpenCV. A standard webcam provides a live video stream that detects a huma

Note: This event has been rescheduled but the links still work. Simultaneous Localization & Mapping (SLAM) is one of the most active and contentious areas of CV

This year the Low-Power Computer Vision Challenge (LPCV) has three tracks with serious prize money including Image-to-Text Retrieval, Action Recognition in Vide

In this blog, we explore Visual Place Recognition (VPR) with hands-on examples using OpenCV and lightweight Python tools. You will create a practical VPR pipeli

Explore the elegant intersection of nature-inspired algorithms and computer vision. This comprehensive technical guide unveils the powerful watershed segmentati

In this blog post, we'll tackle this challenge head-on with a practical approach to shadow correction using OpenCV. Our method leverages Multi-Scale Retinex (MS