PALO ALTO, CA– JetBrains, the creators of PyCharm, the popular Python IDE for data science and web development, has formed a new partnership with OpenCV, the world’s largest library for computer vision. As part of the collaboration, JetBrains has joined OpenCV as a Silver Member, making PyCharm the official Python IDE for OpenCV. Actively developed […]
Your 2025 Guide to the Top 6 Computer Vision Problems
Introduction Computer Vision is a recent subset of Artificial Intelligence that has seen a huge surge in demand in recent years. We can owe this to the incredible computing power we have today and the vast availability of data. We’ve all used a Computer Vision application in some form or another in our daily lives, […]
A Comprehensive Guide to Computer Vision Research in 2025
Introduction In our earlier blogs, we discussed the best institutes across the world for computer vision research. In this fun read, we’ll look at the different stages of Computer Vision research and how you can go about publishing your research work. Let us delve into them now. Looking to become a Computer Vision Engineer? Check […]
Top 7 Computer Vision Research Institutes in India
Introduction Computer Vision has been the talk of the town over the past decade. It is also one of the most sought-after career options and is up there with Machine Learning Engineers and Data Scientists. One of the major reasons is its huge scope of career growth and financial perks. In this read, we will […]
From Novice to Pro: Your 2025 Guide to becoming a Computer Vision Engineer
Introduction In this digital day and age, where technological advancements are at an unprecedented pace, one field that stands out is Computer Vision. This read is for aspiring individuals who wish to navigate the computer vision landscape. From mastering the fundamentals of image processing to exploring the many deep learning concepts, we delve into the […]
What is Computer Vision in 2025? A Beginners Guide
Introduction One field that has seen an extraordinary surge in growth and innovation in recent decades is Artificial Intelligence. From humanoid robots like Sophia, capable of mimicking human interactions, to renowned models like ChatGPT, known for its ability to comprehend and generate human-like text, and even Amazon’s voice-controlled virtual assistant, Alexa, integrated into Echo devices […]
From Healthcare to Automotive: Exploring OpenCV Applications in 2025
Introduction OpenCV has quietly become a cornerstone in the field of Computer Vision and image processing. This library, originally developed for academic and research purposes, is now integral to various real-world applications. OpenCV allows computers and machines to see and process images in a way that was once only theoretically possible, making it a key […]
Introduction to the COCO Dataset
With applications such as object detection, segmentation, and captioning, the COCO dataset is widely understood by state-of-the-art neural networks. Its versatility and multi-purpose scene variation serve best to train a computer vision model and benchmark its performance. In this post, we will dive deeper into COCO fundamentals, covering the following: What is COCO? The Common Object in […]
7 Key Considerations to Develop a Scalable Annotation Pipeline
Whether for medical imaging, autonomous driving, agriculture automation, or robotics, scaling a computer vision (CV) project is tough and takes tons of micromanaging, tracking, and analysis for the best results. The data is usually annotated in batches because of the volume and multiplicity of iterations needed along the way. The batches undergo several revisions for […]
OpenCV AI Competition 2021 Highlights and Team Profiles Part 4
It’s been a few weeks since our last post, but things have definitely not slowed down in OpenCV AI Competition 2021! We’ve got a slew of highlights in this post, as well as interviews with two more of the amazing teams in this worldwide competition. In this post we’re featuring a short question and answer […]
Evaluating OpenCV’s new RANSACs
Spoiler: They’re much better now! OpenCV RANSAC is dead. Long live the OpenCV USAC! Last year a group of researchers including myself from UBC, Google, CTU in Prague and EPFL published a paper “Image Matching across Wide Baselines: From Paper to Practice“, which, among other messages, has shown that OpenCV RANSAC for fundamental matrix estimation […]
