Mlearning.ai

FEBRUARY 25, 2023

How does the Artificial Neural Network algorithm work? In the same way, artificial neural networks (ANNs) were developed inspired by neurons in the brain. ANN approach is a machine learning algorithm inspired by biological neural networks. Neural networks were trained faster with GPUs.

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Google Research AI blog

FEBRUARY 23, 2023

Commensurate with our mission to demonstrate these societal benefits , Google Research’s programs in applied machine learning (ML) have helped place Alphabet among the top five most impactful corporate research institutions in the health and life sciences publications on the Nature Impact Index in every year from 2019 through 2022.

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Bugra Akyildiz

FEBRUARY 26, 2023

We are heavy Google Research posts this week, enjoy specifically the 2022 & Beyond series! Libraries MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.

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IBM Journey to AI blog

DECEMBER 20, 2023

Each type and sub-type of ML algorithm has unique benefits and capabilities that teams can leverage for different tasks. Instead of using explicit instructions for performance optimization, ML models rely on algorithms and statistical models that deploy tasks based on data patterns and inferences. What is machine learning?

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Unite.AI

JULY 24, 2023

July 6th 2022 will be marked down as a landmark in AI history because it was on this day when YOLOv7 was released. The YOLO concept was first introduced in 2016 by Joseph Redmon, and it was the talk of the town almost instantly because it was much quicker, and much more accurate than the existing object detection algorithms.

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AI Weekly

NOVEMBER 23, 2023

forbes.com Applied use cases From Data To Diagnosis: A Deep Learning Approach To Glaucoma Detection When the algorithm is implemented in clinical practice, clinicians collect data such as optic disc photographs, visual fields, and intraocular pressure readings from patients and preprocess the data before applying the algorithm to diagnose glaucoma.

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Google Research AI blog

JANUARY 18, 2023

Please keep your eye on this space and look for the title “Google Research, 2022 & Beyond” for more articles in the series. With this post, I am kicking off a series in which researchers across Google will highlight some exciting progress we've made in 2022 and present our vision for 2023 and beyond. Let’s get started!

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Google Research AI blog

FEBRUARY 2, 2023

With the increasing sophistication of the algorithms and hardware in use today and with the scale at which they run, the complexity of the software necessary to carry out day-to-day tasks only increases. NaaS goes even further by searching for neural network architectures and hardware architectures together.

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Applied Data Science

DECEMBER 23, 2022

Just wait until you hear what happened in 2022. In our review of 2019 we talked a lot about reinforcement learning and Generative Adversarial Networks (GANs), in 2020 we focused on Natural Language Processing (NLP) and algorithmic bias, in 202 1 Transformers stole the spotlight. In 2022 we got diffusion models ( NeurIPS paper ).

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Unite.AI

JULY 16, 2024

A recent study published in Nature Communications and insights from Tesla’s 2022 Impact Report underscore the transformative potential of autonomous vehicle implementation on the enhancement of road safety. For starters, there are the safety standards of self-driving vehicles over that of human drivers.

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Unite.AI

MAY 8, 2024

Driven by his aspiration to work with a tech giant, he joined Google in 2022 as a Senior Software Engineer, focusing on the Google Assistant team (later Google Bard). Launched in 2022, Perplexity generates answers using the sources from the web and cites links within the text response.

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AI Weekly

DECEMBER 21, 2023

science.org Spine Robotics Market Size Worth USD 537 Million in 2032 The global spine robotics market size was USD 163 Million in 2022 and is expected to register a steady revenue CAGR of 12.60% during the forecast period, according to latest analysis by Emergen Research.

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Flipboard

APRIL 4, 2023

The crux of the clash was whether Google’s AI solution to one of chip design’s thornier problems was really better than humans or state-of-the-art algorithms. In Circuit Training and Morpheus, a separate algorithm fills in the gaps with the smaller parts, called standard cells. Wash, rinse, repeat. Kahng was reviewer #3.)

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IBM Journey to AI blog

MAY 6, 2024

In 2022, less than 10% of trial participants for FDA approval were Black, fewer than 12% were Asian, under 13% were Hispanic, and women constituted less than 50% (Exhibit 3), not reflective of the current US population. These algorithms can help curate highly personalized advertisements and content tailored to the desired audience.

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Viso.ai

DECEMBER 3, 2023

This article will provide an introduction to object detection and provide an overview of the state-of-the-art computer vision object detection algorithms. The recent deep learning algorithms provide robust person detection results. Detecting people in video streams is an important task in modern video surveillance systems.

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Unite.AI

APRIL 3, 2024

Extensive AI tasks have transformed data centers from mere storage and processing hubs into facilities for training neural networks , running simulations, and supporting real-time inference. This makes them ideal for computationally intensive tasks like deep learning and neural network training.

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Sebastian Ruder

JUNE 6, 2022

ACL 2022 took place in Dublin from 22nd–27th May 2022. Language diversity and multimodality Panelists and their spoken languages at the ACL 2022 keynote panel on supporting linguistic diversity. This was my first in-person conference since ACL 2019. This is also my first conference highlights post since NAACL 2019.

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Viso.ai

MAY 20, 2023

The YOLOv7 algorithm is making big waves in the computer vision and machine learning communities. In this article, we will provide the basics of how YOLOv7 works and what makes it the best object detector algorithm available today. About us: Viso.ai provides the only end-to-end computer vision application platform, Viso Suite.

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Marktechpost

NOVEMBER 10, 2024

Breast cancer causing 670,000 deaths worldwide in 2022. Additionally, CAD algorithms face challenges in reliability due to limited datasets and reduced performance in real-world applications. These limitations create barriers for researchers aiming to advance in this field.

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Machine Learning Convolutional Neural Networks Neural Network Deep Learning 89

Viso.ai

DECEMBER 10, 2023

An introduction The basic concepts and how it works Traditional and modern deep learning image recognition The best popular image recognition algorithms How to use Python for image recognition Examples and deep learning applications Popular image recognition software About: We provide the leading end-to-end computer vision platform Viso Suite.

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Convolutional Neural Networks Computer Vision Neural Network Deep Learning 98

IBM Journey to AI blog

SEPTEMBER 3, 2024

Deepfake detectors Deepfake fraud attempts were up 3000% from 2022 to 2023 , and they are getting more elaborate. The tool uses deep neural network models to spot fake AI audio in videos playing in your browser. It’s why algorithmic bias is such a persistent problem in the LLMs that train on this data.

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AWS Machine Learning Blog

JUNE 22, 2023

The final ML model combines CNN and Transformer, which are the state-of-the-art neural network architectures for modeling sequential machine log data. ML methodology and model training In this section, we discuss our baseline model with AutoGluon and how we built a customized neural network with SageMaker automatic model tuning.

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Marktechpost

JULY 17, 2023

With cameras, data, and algorithms instead of retinas, optic nerves, and the visual cortex, computer vision teaches computers to execute similar tasks in much less time. The algorithm, for instance, can identify a dog among all the items in the image. YOLO One of the fastest computer vision tools in 2022 is You Only Look Once (YOLO).

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Computer Vision Neural Network Machine Learning Deep Learning 98

Towards AI

SEPTEMBER 10, 2023

The course covers the basics of Deep Learning and Neural Networks and also explains Decision Tree algorithms. The current version is from 2022, so I suppose the content has changed since previous reviews on TDS. Neural Network is a combination of linear functions and activations. Here’s a linear function.

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Deep Learning Neural Network ML Computer Vision 108

NVIDIA

AUGUST 29, 2024

Well before OpenAI upended the technology industry with its release of ChatGPT in the fall of 2022, Douwe Kiela already understood why large language models, on their own, could only offer partial solutions for key enterprise use cases. Because of its highly optimized architecture and lower compute demands, RAG 2.0

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AWS Machine Learning Blog

DECEMBER 7, 2023

Amazon Forecast is a fully managed service that uses machine learning (ML) algorithms to deliver highly accurate time series forecasts. Calculating courier requirements The first step is to estimate hourly demand for each warehouse, as explained in the Algorithm selection section.

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Convolutional Neural Networks Neural Network Algorithm Machine Learning 126

Towards AI

AUGUST 25, 2023

In ML, there are a variety of algorithms that can help solve problems. Deep learning (DL) is a subset of machine learning that uses neural networks which have a structure similar to the human neural system. However, this does not mean you need to code the algorithms from scratch (roll your own). 12, 2014. [3]

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Software Engineer Machine Learning Neural Network Artificial Intelligence 93

Flipboard

JULY 7, 2023

Customers are leveraging the company’s codeless AI infrastructure, which uses purpose-built and self-evolving neural networks to meet and supersede their marketing objectives. The infrastructure supports Customer Relationship Management (CRM) platforms, Attribution Platforms, design tools, and Web Analytics without hassle.

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Viso.ai

JUNE 26, 2024

This article will discuss the following: Neuromorphic Engineering and its core principles History and Development Algorithms Used How Neuromorphic Algorithms differ from Traditional Algorithms Real-world examples Applications and Use Cases About Us: At Viso.ai, we power Viso Suite, the most complete end-to-end computer vision platform.

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Neural Network Algorithm Robotics Computer Vision 40

Unite.AI

AUGUST 1, 2023

OpenAI has been instrumental in developing revolutionary tools like the OpenAI Gym, designed for training reinforcement algorithms, and GPT-n models. Prompt 1 : “Tell me about Convolutional Neural Networks.” Unlike other neural networks, they leverage convolutional layers and pooling layers to process images.

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Prompt Engineering Prompt Engineer ChatGPT Convolutional Neural Networks 246

Towards AI

JULY 3, 2024

The information in this article might be not as fresh as back in 2022. Introduction Lately, we created a face-mask detection algorithm to run on our embedded hardware, the phyBOARD Pollux. For more details, check this out the Viola-Jones algorithm.

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Neural Network Algorithm Computer Vision Python 73

AWS Machine Learning Blog

MAY 15, 2023

Getir used Amazon Forecast , a fully managed service that uses machine learning (ML) algorithms to deliver highly accurate time series forecasts, to increase revenue by four percent and reduce waste cost by 50 percent. Deep/neural network algorithms also perform very well on sparse data set and in cold-start (new item introduction) scenarios.

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Convolutional Neural Networks Neural Network Metadata Data Scientist 83

Unite.AI

JANUARY 12, 2024

The release of ChatGPT in late 2022 specifically sparked renewed excitement and concerns around AI, from its impressive natural language prowess to its potential to spread misinformation. The rise of deep learning reignited interest in neural networks, while natural language processing surged with ChatGPT-level models.

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Unite.AI

SEPTEMBER 24, 2024

The most successful of these was calculating the central point of the estimated landmarks and using this as an ‘anchor' – effectively an algorithmic stabilization technique. For the base test classifier, a simple two-layer neural network with a ReLU activation function was used. when detecting DeepFaceLive.

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AssemblyAI

MAY 3, 2023

This is heavily due to the popularization (and commercialization) of a new generation of general purpose conversational chatbots that took off at the end of 2022, with the release of ChatGPT to the public. Neurons in the network are associated with a set of numbers, commonly referred to as the neural network’s parameters.

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Heartbeat

NOVEMBER 21, 2023

From object detection and recognition to natural language processing, deep reinforcement learning, and generative models, we will explore how deep learning algorithms have conquered one computer vision challenge after another. One of the most significant breakthroughs in this field is the convolutional neural network (CNN).

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Computer Vision Deep Learning NLP Convolutional Neural Networks 52

Viso.ai

FEBRUARY 27, 2024

Since its inception in 2015, the YOLO (You Only Look Once) object-detection algorithm has been closely followed by tech enthusiasts, data scientists, ML engineers, and more, gaining a massive following due to its open-source nature and community contributions. The proposed PGI mechanism can be applied to deep neural networks of various sizes.

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