OpenCV University

Mario Bergeron’s Journey: From ASIC Design to Machine Learning Mastery 🧠🧗‍♂️ Some journeys begin with a shift in perspective. For Mario Bergeron, that shift came when hardware met the rising tide of intelligent systems. Mario began his career in Alberta, Canada, working as an…

📢WorldGrow: Generating Infinite 3D Worlds WorldGrow redefines 3D world generation by enabling infinite, continuous 3D scene creation through a hierarchical block-wise synthesis and inpainting pipeline. Developed by researchers from Shanghai Jiao Tong University, Huawei Inc.,…

📢Let’s delve into the remarkable Journey of Davide Cogliati : From Curiosity to Confidence in Computer Vision Some journeys begin with a question. For Davide, it was “How does AI really work?” That curiosity stayed with him through years of research in memory devices and…

📢Nano3D: A Training-Free Approach for Efficient 3D Editing Without Masks Nano3D revolutionizes 3D asset editing by enabling training-free, part-level shape modifications like removal, addition, and replacement without any manual masks. Developed by researchers from Tsinghua…

🌟 Star Learner Spotlight: Tapasya Gutta At OpenCV University, we’re always inspired when technical mastery meets thoughtful execution. This month, we’re excited to celebrate Tapasya Gutta - a software developer, team leader, and inclusion advocate - as our Star Learner of the…

📢Code2Video: A Code-Centric Paradigm for Educational Video Generation Code2Video introduces a revolutionary framework for generating professional educational videos directly from executable Python code. Unlike pixel-based diffusion or text-to-video models, Code2Video treats…

💫From Skilled Engineer to Accomplished Computer Vision Professional: Manuel Zanutelli’s Journey Manuel Zanutelli, hailing from Lima, Peru, is a Computer Vision and Mechatronics Engineer with a rich background in software development, automation, and data-driven solutions.…

📢CAP4D: 4D Avatars with Morphable Multi-View Diffusion Models CAP4D introduces a unified framework for generating photorealistic and animate style rendering 4D portrait avatars from any number of reference images as well as even a single image. By combining Morphable Multi-View…

📢 Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation Lyra is a novel framework that distills 3D knowledge from video diffusion models into explicit 3D Gaussian Splatting (3DGS) representations. Unlike traditional methods requiring real-world…

✨Celebrating Depth and Dedication: Meet Our Star Performer, KENDELL!✨ At OpenCV University, we celebrate learners who treat AI not just as a skill, but as a craft, pushing boundaries, asking deeper questions, and delivering work that inspires. This month, we’re proud to…

📢Test3R: Learning to Reconstruct 3D at Test Time Test3R is a novel and simple test-time learning technique that significantly improves 3D reconstruction quality. Unlike traditional pairwise methods such as DUSt3R, which often suffer from geometric inconsistencies and poor…

📢Step-by-Step process to remove Backgrounds from Images Using OpenCV 🤔Ever wondered how background removal tools actually work? You upload a photo, click a button, and suddenly the subject stands out while everything else fades away. But behind that magic is a powerful set of…

📢BlenderFusion: 3D-Grounded Visual Editing and Generative Compositing BlenderFusion is a novel framework that merges 3D graphics editing with diffusion models to enable precise, 3D-aware visual compositing. Unlike prior approaches that struggle with multi-object and camera…

📢3D-VLA: A 3D Vision-Language-Action Generative World Model (UMass Amherst, SJTU, MIT, UCLA, MIT-IBM Watson AI Lab).  3D-VLA is a groundbreaking embodied foundation model that unifies 3D perception, reasoning, and action through a generative world model. Unlike prior VLA…

📢MatchAnything: Universal Cross-Modality Image Matching with Large-Scale Pre-Training (ZJU-3DV) MatchAnything is a powerful new framework that trains image matching models to robustly find pixel-wise correspondences - even across drastically different imaging modalities -…

✨ Celebrating Technical Brilliance: Introducing Our Star Performer, DAVIDE COGLIATI! ✨ At OpenCV University, we love it when thoughtful engineering meets creative problem-solving. This month, we’re thrilled to recognize Davide, Project Developer & CTO at SOFTSYSCO GENTECH, and…

📢LongSplat: Robust Unposed 3D Gaussian Splatting for Casual Long Videos (NYCU & NVIDIA Research) LongSplat is a new framework that achieves high-quality novel view synthesis from casually captured long videos - without requiring camera poses. It overcomes challenges like…

Smruthi’s Journey: From Aspiring Developer to AI Innovator 🚀 Some journeys begin with a single spark. For Smruthi, that spark was curiosity, a simple “What if I could build something intelligent?” that grew into a deep passion for artificial intelligence. With a foundation in…

📢DINOv3: Scaling Self-Supervised Learning for Vision Foundation Models (Meta AI) DINOv3 is a next-generation vision foundation model trained purely with self-supervised learning. It introduces innovations that allow robust dense feature learning at scale with models reaching 7B…

📢Genie 3: A New Frontier for World Models (Google DeepMind) Genie 3 is a general-purpose world model which, given just a text prompt, generates dynamic, interactive environments in real time and rendered at 720p, 24 fps, while maintaining consistency over several minutes. All…