What is Natural Language Processing NLP? – Starter’s Guide
OpenCV library
by Farooq Alvi
5d ago
What is Natural Language Processing NLP? Have you ever wondered how digital devices understand human language? Whether you ask a voice assistant like Siri to set an alarm or get product recommendations based on your reviews, these interactions are powered by a fascinating field of computer science called Natural Language Processing, or NLP. NLP is a technology that helps computers understand, interpret, and respond to human language in a meaningful and useful way. Think of it as teaching machines how to read, understand, and make sense of human languages. This involves recognizing words and un ..read more
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OpenCV 5 Progress Update (May 9, 2024)
OpenCV library
by Phil Nelson
2w ago
Hello, Community! This post is a summary of development on OpenCV 5 in the last week. 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! Latest Developments from the OpenCV Core Team: Unified Samples for Edge Detection: Improved and unified samples for edge detection in PR #25515, enhancing the user experience and consistency across different edge detection algorithms. These submissions are awaiting review. DNN Image Classification Samples: PR #25519 introduces improved samples for DNN image classification, streamlini ..read more
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AI Coding Assistants in 2024: Choosing the Right Tool for Your Development Needs
OpenCV library
by Farooq Alvi
2w ago
An AI coding assistant is essentially a smart software tool that helps programmers write code more efficiently. These tools can suggest code, spot errors, and even handle some mundane aspects of coding by themselves. Think of them as very helpful aides that can make coding faster and more accurate, especially when working with unfamiliar languages or frameworks. AI coding assistants are becoming essential in modern software development because they greatly improve productivity. They offer real-time coding suggestions, assist with code documentation, and can even spot potential bugs before they ..read more
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SORA: The New Text to Video Generation Model from OpenAI
OpenCV library
by bharat
3w ago
Introduction to Video Generation Models Generative AI has taken the world by storm with the likes of ChatGPT-4, Stable Diffusion 3, Devin AI, and now SORA. SORA is an image or text-to-video generation tool courtesy of OpenAI. Generative models are the powerhouse behind these awesome video sequences and realistic novel content. These models were trained on video data and are capable of generating videos based on the learnings from the training dataset. It leverages algorithms and neural networks to generate unique, realistic videos.   Let us look at some common applications of generat ..read more
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Top Open Source LLMs for 2024 and Their Uses
OpenCV library
by Farooq Alvi
1M ago
Large Language Models, or LLMs, are advanced computer programs that mimic human-like understanding and generation of text. Recently, open source LLMs have gained popularity, offering the freedom to use, modify, and enhance them, fostering innovation and wider accessibility.  This article delves into the top open-source LLMs of 2024, showcasing their key features and benefits. It aims to guide you in choosing the right LLM for your needs, ensuring you make informed decisions about integrating these powerful tools into your projects or research. What is an LLM? Large Language Models (LLMs ..read more
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OpenCV 5 Progress Update Apr. 17, 2024
OpenCV library
by Phil Nelson
1M ago
Hello, Community! This post is a summary of development on OpenCV 5 in the last week. 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! Latest Developments from the OpenCV Core Team: OpenVINO Backend in DNN: We’re enhancing the OpenVINO backend in the Deep Neural Network (DNN) module to support integers and OpenCL acceleration. These improvements will significantly boost performance and expand the capabilities of OpenCV in various applications. Charuco Development: Our team is actively working on Charuco, a hybrid ma ..read more
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Protected: A Quick Comparison of the Orbbec and RealSense 3D Cameras
OpenCV library
by Phil Nelson
1M ago
This content is password protected. To view it please enter your password below: Password: The post Protected: A Quick Comparison of the Orbbec and RealSense 3D Cameras appeared first on OpenCV ..read more
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Enhanced OpenCV For Android Support & ARM Performance Gains
OpenCV library
by Phil Nelson
1M ago
This post was originally published on OpenCV.AI Easier access to OpenCV for Android through Maven Central In December, we released OpenCV 4.9.0. As part of that release, we made Android builds available through the Maven Central repository for the first time. This work is supported by Arm company, the authors of the computer architecture on which Android and the world’s smartphones are built. OpenCV is the open-source library for developing and deploying computer vision (CV) workloads. Its availability for Android will make it easier to develop and maintain CV applications for Android systems ..read more
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Stable Diffusion 3: The New AI Image Generator from Stability AI
OpenCV library
by bharat
2M ago
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 is Stable Diffusion? Stable Diffusion is the brainchild of Stability AI, an open AI brand based in the United Kingdom. It is a group of open-source models used to generate images. Most commonly used as text-to-image generation, it also serves image-to-image and performs inp ..read more
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OpenCV 5 Progress Weekly Update
OpenCV library
by Phil Nelson
2M ago
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 Google Summer of Code (GSoC) applications is approaching on April 2nd. Don’t miss out on this opportunity to contribute to OpenCV and gain valuable experience in open-source development! Latest Developments from the OpenCV Team: The discussed features and fixes are works-in-progress or ..read more
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