Bugra Akyildiz

JANUARY 1, 2023

They define main 3 different categories: Uncertainty reflects the imperfect or unknown information that makes it difficult for a model to make accurate predictions. Airbnb showed how they use manual/human review for labeling different posts in the this blog post. Pick the photo that best represents the category.

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Marktechpost

APRIL 12, 2024

This article explores some of the most influential deep learning architectures: Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Transformers, and Encoder-Decoder architectures, highlighting their unique features, applications, and how they compare against each other.

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Heartbeat

FEBRUARY 13, 2023

In-depth Analysis of Kangas Library using Python Photo by James Wainscoat on Unsplash Working with large datasets has always been a challenge for data developers, and it remains so in the current data industry. One of the main issues developers face is how to efficiently handle and process massive volumes of multimedia data, such as images.

Data Science 94

Data Science Python Deep Learning Data Scientist 94

Mlearning.ai

JULY 23, 2023

Bae’s theorem Have you ever wondered how Twitter, Facebook, or Instagram can detect if you’ve posted something that appears to be offensive content? Or perhaps you’ve accidentally posted an insulting comment on someone’s photo, and then, in a blink of an eye, your comment or post disappears just like that (with further notice, of course).

Explainability 52

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Becoming Human

MAY 9, 2024

Now, suppose we want to design a computer program to read this article and extract the same information. NLP is a branch of artificial intelligence (AI) that aims to teach machines how to understand, interpret, and generate human language. Document Classification : NER can help classify documents based on their class or category.

Natural Language Processing 52

Natural Language Processing NLP Categorization Data Mining 52

Google Research AI blog

JUNE 6, 2023

Or when talking about your recent family trip to San Francisco, you may want to show a photo from your personal album. We open sourced Visual Captions as part of the ARChat project, which is designed for rapid prototyping of augmented communication with real-time transcription.

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Large Language Models Auto-complete UX Design Software Engineer 69

AWS Machine Learning Blog

MARCH 27, 2024

For example, it can aid design and floor planning for architects and allow faster innovation by providing the ability to visualize various designs without the manual process of creating them. We discuss how to prepare your data for the model fine-tuning task and how to create a model customization job in Amazon Bedrock.

Prompt Engineer 86

Prompt Engineer Prompt Engineering Data Scientist Machine Learning 86

Unite.AI

AUGUST 15, 2023

In today's world, the power of artificial intelligence has revolutionized how we live and work. Copy AI is a powerful AI writing tool designed to help you write copy for email marketing, blog content, social media posts, and more. How do Jasper AI and Copy AI Work? Jasper AI vs Copy AI: Which is Better? What is Jasper AI?

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ODSC - Open Data Science

OCTOBER 31, 2023

For example, when an image is labeled as a cat, we have clear guidelines on how to handle borderline cases like ‘tigers’ or cartoon drawings of cats. As we design more complex AI models, ‘correctness’ starts to become more subjective. We’re seeing a number of generative AI fall into this category.

Data Scientist 52

Data Scientist Data Science AI AI 52

Allen AI

DECEMBER 31, 2023

Impact-guided innovation uses data from real problems rather than stereotyped datasets and measures success by how the model will be used in practice rather than against a leaderboard. The most effective initiatives will consider the entire process of research and deployment holistically when designing solutions.

Computer Vision 94

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Heartbeat

APRIL 17, 2023

Photo by Shahadat Rahman on Unsplash Introduction Machine learning (ML) focuses on developing algorithms and models that can learn from data and make predictions or decisions. One of the goals of ML is to enable computers to process and analyze data in a way that is similar to how humans process information.

NLP 52

NLP Natural Language Processing Python Machine Learning 52

Unite.AI

MARCH 26, 2024

Photoleap is an all-in-one AI photo editor that revolutionizes how we edit smartphone photos. Whether you're a professional photographer, a social media enthusiast, or someone looking to enhance your photos , Photoleap has the tools to create stunning images. Forget complex and time-consuming manual photo editing.

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Robot Writers AI

DECEMBER 31, 2023

There were also a couple of black eyes: The CEO of Sports Illustrated was fired after fake bios and fake photos of fake writers showed-up on its pages — courtesy of AI. Meanwhile, Grammarly’s AI writer hit a major milestone by offering users the ability to teach it to write in their own writing style.

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Marktechpost

JULY 1, 2023

The “Show, Not Tell” button and “Brainstorming Buddy,” two of Sudowrite’s many features, are designed to assist users in honing their writing skills. That’s why there are dozens of comparable AI text generators. Neither a membership fee nor a minimum purchase is necessary to join.

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Towards AI

APRIL 14, 2023

Photo by Artem Maltsev on Unsplash Who hasn’t been on Stack Overflow to find the answer to a question? In the second part, I will present and explain the four main categories of XML algorithms along with some of their limitations. XMLC overview The goal of an XMLC model is to predict a set of labels for a specific test input.

Algorithm 88

Algorithm Explainability AI AI 88

Pickl AI

APRIL 25, 2023

All of these subsets are not exclusive categories but are often useful when in combination. Consequently, ML algorithms can be further divided into two categories, supervised and unsupervised. Artificial Intelligence is a transformative technology that popularly utilizes in the global platform. What is Machine Learning?

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Neural Network Natural Language Processing 52

ODSC - Open Data Science

MARCH 8, 2024

Non-Transparent Reasoning : Understanding how LLMs arrive at their decisions remains challenging. Let’s explore why RAG is important and how it bridges the gap between LLMs and external knowledge. Editor’s note: Valentina Alto is a speaker for ODSC East this April 23–25. What is RAG? This step involves the concept of embedding.

Large Language Models 52

Large Language Models Convolutional Neural Networks LLM Neural Network 52

Allen AI

AUGUST 16, 2023

A group photo of post-Hackathon party attendees! This year’s internal Hackathon encouraged collaboration, fast thinking — and fantastic snacks! In past years, Hackathon projects have led to hilarious digital versions of AI2 employees and dubious smart speaker apps, but they’ve also ended up in projects that went farther than the 2.5-day

Software Engineer 52

Software Engineer Machine Learning Python AI Researcher 52

Heartbeat

JULY 6, 2023

Photo by Tom Crew on Unsplash Introduction The impact of the digital world is vast and far-reaching, shaping various aspects of our daily lives, and as time passes, humans are getting surrounded by more digital stuff. How does the team at Uber manage to keep their data organized and their team united? What is the Swin Transformer?

Computer Vision 59

Computer Vision Convolutional Neural Networks Deep Learning Neural Network 59

Dlabs.ai

MAY 19, 2023

That’s why we’ve compiled a list of AI tools for 2023, many of which you’ll wonder how you ever lived without. We’ve even organized them into categories to help you find the most relevant tools for you. has an impressive feature set designed to optimize and streamline your workflow.

AI Tools 59

AI Tools AI AI ChatGPT 59

O'Reilly Media

NOVEMBER 29, 2022

Even when catastrophes don’t kill large numbers of people, they often change how we think and behave. The Johnstown Flood, the sinking of the Titanic, the explosion of the Hindenburg, the flawed response to Hurricane Katrina–each had a lasting impact. The Three Mile Island accident led to safety improvements across the nuclear power industry.

Artificial Intelligence 111

Artificial Intelligence Artificial Intelligence Algorithm Machine Learning 111

Dlabs.ai

MAY 19, 2023

That’s why we’ve compiled a list of AI tools for 2023, many of which you’ll wonder how you ever lived without. We’ve even organized them into categories to help you find the most relevant tools for you. has an impressive feature set designed to optimize and streamline your workflow.

AI Tools 52

AI Tools AI AI ChatGPT 52

Heartbeat

AUGUST 21, 2023

In this guide, we’ll talk about Convolutional Neural Networks, how to train a CNN, what applications CNNs can be used for, and best practices for using CNNs. CNNs are artificial neural networks built to handle data having a grid-like architecture, such as photos or movies. What Are Convolutional Neural Networks CNN?

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Convolutional Neural Networks Neural Network Natural Language Processing Computer Vision 52

Heartbeat

FEBRUARY 2, 2024

Photo by Luke Chesser on Unsplash This article provides a comprehensive exploration of Visual Question Answering (VQA) datasets, highlighting current challenges and proposing recommendations for future enhancements. This exemplifies the capabilities of Visual Question Answering, transcending mere image recognition.

Computer Vision 52

Computer Vision Natural Language Processing Artificial Intelligence Artificial Intelligence 52

Heartbeat

JUNE 28, 2023

Photo by Clay Banks on Unsplash Introduction Over the years, digital devices have been getting smaller in size while becoming more powerful and efficient. These models are typically designed to perform specific tasks, such as image or speech recognition, with high accuracy while minimizing power consumption and memory usage.

BERT 52

BERT Machine Learning Deep Learning Neural Network 52

Unite.AI

APRIL 26, 2024

Building a website can be daunting for many individuals, particularly if they lack graphic design or development skills. And with so many website builders nowadays, how do you know which one to choose? With Dorik, anyone can create a professional-looking website without design or coding knowledge. I had to try it for myself!

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AI AI AI Tools Artificial Intelligence 289

Ofemwire

MAY 7, 2023

Moving forward, I will categories this AI tools into Chatbots, Marketing Softwares, Predictive analytics tools , Content creation tools, A/B testing tools , Dynamic pricing tools, Social media tools, SEO tools and Image optimization tools So, let’s dive in and explore these essential AI tools! Chatbots are beneficial in several ways.

AI Tools 52

AI Tools Chatbots Automation AI 52

Unite.AI

SEPTEMBER 19, 2023

They are a content writer, a web developer, or a graphic designer. It can be easy to underestimate how much time this can consume, but in some cases, these added commitments can take up to 80% of the freelancer’s time. Most people choose to freelance because they are chasing freedom. Think about it.

Categorization 288

Categorization AI AI Automation 288

AWS Machine Learning Blog

SEPTEMBER 5, 2023

We use the powerful generating capability of LLMs to generate the final decision including safe/unsafe labels and category type. In addition, by designing a prompt, we can make an LLM generate the defined output format, such as JSON format. We use BLIP-2 as the multi-modal pre-training method.

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The MLOps Blog

FEBRUARY 22, 2024

TL;DR: In many machine-learning projects, the model has to frequently be retrained to adapt to changing data or to personalize it. Continual learning is a set of approaches to train machine learning models incrementally, using data samples only once as they arrive. Each smaller dataset, which might contain just one sample, is only used once.

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Unite.AI

FEBRUARY 7, 2024

If you're a photographer or graphic designer, you probably know all too well how complicated, expensive, and frustrating editing photos can be. As someone who has spent countless hours editing and designing in Photoshop , I still can't fully wrap my head around masking, let alone keeping track of all my layers!

AI Tools 130

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Heartbeat

JANUARY 29, 2024

Photo by Brett Jordan on Unsplash In the ever-evolving landscape of artificial intelligence and machine learning, researchers and practitioners continuously seek to elevate the capabilities of intelligent systems. Among the myriad breakthroughs in this field, Meta-Learning is pushing the boundaries of machine learning.

Machine Learning 52

Machine Learning Neural Network Natural Language Processing Algorithm 52

AWS Machine Learning Blog

SEPTEMBER 1, 2023

Nowadays, the majority of our customers is excited about large language models (LLMs) and thinking how generative AI could transform their business. In this post, we discuss how to operationalize generative AI applications using MLOps principles leading to foundation model operations (FMOps).

Generative AI 103

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Unite.AI

APRIL 4, 2024

From there, I'll show you how easy it was to download Videoleap and start using it to edit videos. I'll show you how to use all three editing methods: the Full Editor, AI Editor, and Auto-Edit. The demand for AI-powered video editing tools has skyrocketed. I'll finish by briefly covering Videoleap's top three alternatives.

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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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Marktechpost

JUNE 24, 2023

Over the past decade, researchers have made great strides in understanding how to use sketches from classification and synthesis to more novel applications like modeling visual abstraction, style transfer, and continuous stroke fitting. Since prehistoric times, people have used sketches for communication and documentation.

Machine Learning 104

Machine Learning AI Tools AI Researcher AI Research 104

Viso.ai

APRIL 25, 2024

This makes it crucial to understand how to detect sample bias within these datasets to ensure fairer models. Bias detection in Computer Vision (CV) aims to find and eliminate unfair biases that can lead to inaccurate or discriminatory outputs from computer vision systems. Let’s get started. To learn more, book a demo with our team.

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Computer Vision Categorization Algorithm Explainability 52