Introduction 2024 is the year of Generative AI with the likes of Claude 3 in text generation, Devin AI with software engineering, and even taking strides in image generation with Stable Diffusion 3. It’s been over a month since Stable Diffusion, so let us explore what Stability AI’s new cutting-edge model has to offer! What […]
OpenCV 5 Progress Weekly Update
Hello, Community! This post is a summary of development on OpenCV 5 in the last week, March 13 -March 20, 2024. You can always find the most up-to-date information on the OpenCV 5 Work Board. Many thanks to Jia Wu for her excellent notes! GSoC Application Deadline: Just a friendly reminder that the deadline for […]
Image Classification in 2024: Insights and Advances
At the heart of computer vision lies image classification, a technology that empowers computers to categorize images into distinct groups. This capability forms the foundation for countless applications that have become integral to our daily lives. From facial recognition that secures our devices to classification algorithms that sort through our digital photo albums, image classification […]
Devin: Introducing the World’s First Ever AI Software Engineer
Introduction The current AI market is booming, especially in the Generative AI universe, with the launch of OpenAI’s ChatGPT-4 back in 2023 and Anthropic AI’s Claude 3 earlier this month. These models are easing the jobs of Content developers, and now there’s a Software Engineer in town. Less than 72 hours ago, Cognition released Devin, […]
Anthropic AI Claude 3: The New ChatGPT-4 Competitor
Introduction The race to develop advanced AI tech, especially in Chatbots, is attracting a lot of players. One such instance is OpenAI’s ChatGPT. It was the talk of the town when it hit the chatbot scene in 2023. Driven by Generative AI tech, it is one of the most used tools for various tasks, ranging […]
Beyond Basics: 8 Must Know Deep Learning Tools for Vision Projects
Introduction Deep learning tools are extensively used in vision applications across most industries, ranging from facial recognition on mobile devices to Tesla’s self-driving cars. However, using the right tools is paramount when working on these applications, as it requires in-depth knowledge and specialization. After reading this article, you’ll understand what deep learning tools are, why […]
Data Annotation – A Beginner’s Guide
At the heart of computer vision’s effectiveness is data annotation, a crucial process that involves labeling visual data to train machine learning models accurately. This foundational step ensures that computer vision systems can perform tasks with the precision and insight required in our increasingly automated world. Data Annotation: The Backbone of Computer Vision Models Data […]
Your 2024 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, […]
Research Areas in Computer Vision: Trends and Challenges
Basics of Computer Vision Computer Vision (CV) is a field of artificial intelligence that trains computers to interpret and understand the visual world. Using digital images from cameras and videos, along with deep learning models, computers can accurately identify and classify objects, and then react to what they “see.” Key Concepts in Computer Vision Image […]
A Beginner’s Guide to the Top AI Skills You Need in 2024
Introduction Artificial Intelligence is undoubtedly one of the most recent advancements in the technological world. With its growth and applications across a wide array of industries ranging from Healthcare to Virtual Reality in gaming, it has also brought a huge surge in demand for AI professionals. But the field of Artificial Intelligence isn’t a walk […]
PyTorch vs TensorFlow in 2024: A Comparative Guide of AI Frameworks
Why is Choosing the Right Framework So Important? Pytorch Vs TensorFlow: AI, ML and DL frameworks are more than just tools; they are the foundational building blocks that shape how we create, implement, and deploy intelligent systems. These frameworks, equipped with libraries and pre-built functions, enable developers to craft sophisticated AI algorithms without starting from […]
A Comprehensive Guide to Computer Vision Research in 2024
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 […]