AI News & Update

Google’s Quantum Division Reaches A New Milestone, Reduces Error Rate

Qubits are so sensitive that even stray light can cause calculation errors.

23/02/2023

Intellectual AI Discussion

An Accenture Analyst’s Affair with the Beloved Vision AI YOLOv5

YOLO are the most important algorithms used in terms of
the ratio between mean average precision and inference time.

17/01/2023

AI Origins & Evolution

What’s FTC’s War on the Microsoft-Activision Blizzard Deal Really About

The FTC itself has also gone under a marked change since antitrust pioneer Lina Khan was appointed as the chairperson in June last year.

05/01/2023

AI Origins & Evolution

Supercomputers in 2022: Key Developments

From Tesla, NVIDIA, and Intel to India’s PARAM, 2022 witnesses many developments in supercomputers

27/12/2022

AI Origins & Evolution

Behind IBM’s plans to build a 4000+ qubit quantum computer by 2025

In just two years, our team has made incredible progress on our existing quantum roadmap.

17/05/2022

AI Origins & Evolution

How realistic is Graphcore’s 2024 timeline for ultra-intelligent supercomputers

Graphcore has dubbed the ultra-intelligence AI computer Good after the computer science pioneer Jack Good.

16/03/2022

Tech & AI Blend

Indian AI startups DeepVisionTech & TensorGo Technologies win at Oracle APAC Startup Idol 2022

Two homegrown startups, DeepVisionTech and TensorGo Technologies, won awards at the Oracle APAC Startup Idol 2022.

04/03/2022

AI Origins & Evolution

How small datasets drive efficiency in vision models

Vision Transformers (ViTs) is emerging as an alternative to convolutional neural networks (CNNs) for visual recognition.

03/02/2022

AI Mysteries

Hands-on guide to using Vision transformer for Image classification

Vision transformer (ViT) is a transformer used in the field of computer vision that works based on the working nature of the transformers used in the field of natural language processing. Internally, the transformer learns by measuring the relationship between input token pairs. In computer vision, we can use the patches of images as the token.

29/01/2022

AI Origins & Evolution

Behind Meta’s claim of building world’s fastest AI Supercomputer

Meta has released the AI Research SuperCluster (RSC), calling it one of the fastest AI supercomputers running presently in the world.

28/01/2022

AI Origins & Evolution

CLIP vs Vision Language Pre-training Vs VisionEncoderDecoder

These seemingly similar models can be confusing to understand to decide which one will be the right choice to apply for a particular setting.

27/01/2022

AI Origins & Evolution

Meta AI releases “data2vec”, a self-supervised algorithm that works for speech, vision, and text

They have applied it separately to speech, text and images where it outperformed the previous best single-purpose algorithms for computer vision and speech.

25/01/2022

AI Mysteries

How is image segmentation done using Image-Level Supervision?

In this article, we will talk about how to segment images at the image level using the image-level supervision approach.

19/01/2022

How Hand gestures are replacing other computer input systems

AI Origins & Evolution

How Hand gestures are replacing other computer input systems

Hand gestures can be used for input in place of keyboards and a mouse to make computers accessible to stroke patients with partial paralysis.

11/01/2022

AI News & Update

Pytorch Introduced New Multi-Weight Support API for TorchVision

The New Multi-Weight API allows loading different pre-trained weights on the same model variant, keeps track of vital meta-data such as the classification labels, and includes the preprocessing transforms necessary for using the models

24/12/2021

AI Mysteries

A Hands-On Guide to IceVision Framework for Object Detection

IceVision is a framework for object detection which allows us to perform object detection in a variety of ways using various pre-trained models provided by

30/11/2021

AI News & Update

NVIDIA Releases New Jetson AGX Orin Robotics Computer, Connecting To The Future Of Edge AI And Autonomous Machines

Built on the NVIDIA Ampere architecture, Jetson AGX Orin provides 6x the processing power and maintains form factor and pin compatibility with its predecessor, Jetson AGX Xavier.

09/11/2021

AI Mysteries

Guide To VOLO: Vision Outlooker For Visual Recognition

VOLO is a simple yet powerful CNN model architecture used for visual recognition and helps achieve fine-level token representation.

16/07/2021

AI Origins & Evolution

Next-Gen Volvo To Have LiDAR And AI-Based Computer Fitted

Starting as a small local enterprise in 1927, Volvo has grown into a major player in the commercial transport and infrastructure solutions market. In May

11/07/2021

AI Origins & Evolution

Tesla Unveils World’s Fifth Most Powerful Supercomputer

Andrej Karpathy, Senior Director of AI at Tesla, unveiled a supercomputer at the Computer Vision and Pattern Recognition Conference 2021. It is the world’s fifth

24/06/2021

AI Origins & Evolution

Weak Supervision: The Art Of Training ML Models From Noisy Data

The most common approaches in machine learning are supervised and unsupervised learning.

26/05/2021

AI Trends & Future

A Vision for HighEd: 8 Tech Trends Shifting the Paradigm

As has happened with almost all areas of our life, technology came to change forever, also education. Being one of the most rigid industries in

02/05/2021

AI Origins & Evolution

NVIDIA Unwraps World’s First Cloud-Native Supercomputer

DDN is the first NVIDIA storage partner to receive certification to support the DGX SuperPOD with BlueField-2.

16/04/2021

AI Mysteries

Complete Guide to T2T-ViT: Training Vision Transformers Efficiently with Minimal Data

T2T-ViT employs progressive tokenization that takes patches of an image and converts it into an overlapped-token over a few iterations

29/03/2021

In Conversation With Neil Heffernan, Professor Of Computer Science At Worcester Polytechnic Institute

Innovation in AI

In Conversation With Neil Heffernan, Professor Of Computer Science At Worcester Polytechnic Institute

For this week’s data science career series, Analytics India Magazine got in touch with Neil Heffernan, the computer science professor at Worcester Polytechnic Institute. Known

24/03/2021

AI Mysteries

Transformers For Vision: 7 Works That Indicate Fusion Is The Future Of AI

Transformers are all geared up to rule the world of computer vision. The runaway success of OpenAI’s CLIP and DALL.E had a lot to do

22/03/2021

AI Mysteries

Guide to VISSL: Vision Library for Self-Supervised Learning

VISSL is a computer VIsion library for state-of-the-art Self-Supervised Learning research. This framework is based on PyTorch. The key idea of this library is to

16/02/2021

AI Mysteries

Guide to Apple’s Equivariant Neural Rendering: Generating 3D scenes with no 3D supervision

Apple has introduced a new method for generating 3D scenes called Equivariant Neural Rendering. This method requires no 3D supervision but only images and their

05/02/2021

AI Mysteries

Microsoft Releases Unadversarial Examples: Designing Objects for Robust Vision – A Complete Hands-On Guide

In a recent work by Microsoft Research, a new framework is introduced which can address in the case of unforeseen corruptions or distribution shifts of data models to create “unadversarial objects,” inputs that are optimized particularly for more robust model performance.

10/01/2021

AI Mysteries

Hands-on Vision Transformers with PyTorch

ViT breaks an input image of 16×16 to a sequence of patches, just like a series of word embeddings generated by an NLP Transformers. Each patch gets flattened into a single vector in a series of interconnected channels of all pixels in a patch, then projects it to desired input dimension.

08/12/2020

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