Introduction Object Localization refers to the task of precisely identifying and localizing objects of interest within an image. It plays a crucial role in computer vision applications, enabling tasks like object detection, tracking, and segmentation. In the context of CNN-based localizers, object localization involves training a convolutional neural network (CNN) to predict the coordinates of […] The post Object Localization with CNN-based Localizers appeared first on Analytics Vidhya ..read more

Introduction Vision Transformers (ViT) have emerged as a revolutionary approach in the field of computer vision. It has lead to revolutionise and transform the way we perceive and analyze visual data. Traditionally, Convolutional Neural Networks (CNNs) have been the go-to models for visual tasks, but ViTs offer a novel alternative. By leveraging the self-attention mechanisms […] The post Vision Transformers (ViT): Revolutionizing Computer Vision appeared first on Analytics Vidhya ..read more

In a groundbreaking development, NVIDIA Research has unveiled its latest AI model, Neuralangelo. The innovative model utilizes neural networks to reconstruct 3D scenes and objects from 2D video clips. Like Michelangelo’s mastery in sculpting intricate and realistic visions from blocks of marble, Neuralangelo breathes life into static footage, transforming it into detailed 3D structures. This […] The post NVIDIA’s Neuralangelo Brings 2D Videos to Life in Stunning 3D! appeared first on Analytics Vidhya ..read more

Introduction Over the years, we have been using Computer vision (CV) and image processing techniques from artificial intelligence (AI) and pattern recognition to derive information from images, videos, and other visual inputs. Underlying methods successfully achieve this by manipulating digital images through computer algorithms. Researchers found that regular models had limitations in some applications, which […] The post Introduction to Vision Transformers (ViT) appeared first on Analytics Vidhya ..read more

NVIDIA, a leader in artificial intelligence (AI) technology, has made an exciting announcement that is set to revolutionize the field. The company has introduced the NVIDIA DGX GH200, a groundbreaking AI supercomputer. The state-of-the-art NVIDIA GH200 Grace Hopper Superchips and the NVLink Switch System power it. This cutting-edge technology opens up new possibilities for developing […] The post NVIDIA Builds AI SuperComputer DGX GH200 appeared first on Analytics Vidhya ..read more

Introduction You call artificial intelligence and machine learning magic. Your friend, on the contrary, deems it as just another revolution – devouring some jobs, flooding with a double of new jobs. While this debate continues in the chorus, PwC’s global AI study says that the global economy will see a boost of 14% in GDP […] The post Emerging Trends in AI and ML in 2023 & Beyond appeared first on Analytics Vidhya ..read more

Boring drawings are a thing of the past! Get ready to unleash your child’s creativity like never before. In this blog, we reveal an exciting breakthrough method for animating your child’s drawings of the human figure. Say goodbye to static art and hello to dynamic animations! We’ll provide a concise summary of Meta AI’s research […] The post Decode Meta AI’s Tool for Animating Children’s Drawings appeared first on Analytics Vidhya ..read more

Meta AI has announced the launch of DinoV2, an open-source, self-supervised learning model. It is a vision transformer model for computer vision tasks, built upon the success of its predecessor, DINO. The innovative model delivers robust performance and does not require fine-tuning, setting it apart from other similar models, such as CLIP. Also Read: Microsoft […] The post DinoV2: Most Advanced Self-Taught Vision Model by Meta appeared first on Analytics Vidhya ..read more

As artificial intelligence (AI) continues to evolve, so do the capabilities of Large Language Models (LLMs). These models use machine learning algorithms to understand and generate human language, making it easier for humans to interact with machines. Microsoft Research Asia has taken this technology a step further by introducing VisualGPT. This AI model incorporates Visual […] The post Microsoft Releases VisualGPT: Combines Language and Visuals appeared first on Analytics Vidhya ..read more