Dataconomy

OCTOBER 2, 2023

No longer confined to the realms of tech enthusiasts and professionals, the capabilities of DALL-E 3 are now accessible to all, free of charge, via Bing Image Creator. OpenAI has made DALL-E 3 accessible for free through the Bing Image Creator. To get started, head over to the Bing Image Creator platform. What is DALL-E 3?

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BAIR

MAY 23, 2023

TL;DR : Text Prompt -> LLM -> Intermediate Representation (such as an image layout) -> Stable Diffusion -> Image. Recent advancements in text-to-image generation with diffusion models have yielded remarkable results synthesizing highly realistic and diverse images. Both stages are training-free.

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Towards AI

APRIL 30, 2024

Source: Image by author. Source: Image by author. In this article, we will elaborate on the five loss functions used in YOLOv8. The tasks with corresponding loss functions in YOLOv8 can be found in Figure 1. Source: Image by author.cw = b1_x2.maximum(b2_x2) It’s fast and accurate. Tasks and loss functions.

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Towards AI

APRIL 29, 2024

Understanding Convolutional Neural Network (CNN) — A Guide to Visual Recognition in the AI Era This article will help you understand the application of conventional artificial neural networks to visual recognition problems. The structure of the image is mainly composed of a dimensional array of picture elements called pixels.

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FlowingData

APRIL 1, 2024

The large image dataset is used to train various systems, so it’s worth figuring out where the dataset comes from and what it represents. If articles covering similar themes have confused you or were too handwavy, this one might clear that up.

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Towards AI

SEPTEMBER 7, 2023

Photo by Devin Avery on Unsplash In this article, we will take a deep dive into the concept of attention in Transformer networks, particularly from the encoder’s perspective. Machine Translation We will look at Neural machine translation (NMT) as a running example in this article. What is attention?

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Towards AI

SEPTEMBER 7, 2023

In this article, I will attempt to dispel some mysteries regarding these models and hopefully paint a conceptual picture in your mind of how they work. As always, this article won’t reach into the pit of details, but I will provide some links at the end that do. This effectively allows us to go from image T to image T-1.

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Towards AI

MAY 8, 2024

A Real-Time Anomaly Detection Network surpasses all the existing networksSource: Image by falco from Pixabay Anomaly Detection is one of the critical applications in the manufacturing industry. In this article, I would like to share a disruptive breakthrough in anomaly detection published in Feb. It boosts productivity and saves costs.

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Towards AI

FEBRUARY 14, 2024

This article introduces RAG’s re-ranking technique and demonstrates how to incorporate re-ranking functionality using two methods. Figure 1: Re-ranking in RAG, the task of re-ranking is to evaluate the relevance of these contexts and prioritize the ones(red boxes) that are most likely to provide accurate and relevant answers.

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Data Science Blog

FEBRUARY 23, 2023

Thus among fascinating deep learning topics, in this article I am going to pick up how to tackle lack of label or data themselves, and transfer learning. In this article I would first like to explain in the first place what it is like to lack data and next introduce representative techniques to tackle lack of labeled data.

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Towards AI

FEBRUARY 2, 2024

The position of the Pasing process in RAG is shown in Figure 1: Figure 1 : The position of the Pasing process(red box) in RAG. Image by author. This article primarily introduces methods for parsing PDF files. In practical work, unstructured data is much more abundant than structured data.

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IBM Data Science in Practice

MARCH 21, 2023

Deep learning models built using Maximo Visual Inspection (MVI) are used for a wide range of applications, including image classification and object detection. This article will walk you though how to approach deep learning modeling through the MVI platform from data preparation to your first deployment.

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AWS Machine Learning Blog

NOVEMBER 30, 2023

Adding images to capture the essence of text can improve the reading experience. Machine learning techniques can help you discover such images. “ A striking image is one of the most effective ways to capture audiences’ attention and create engagement with your story—but it also has to make sense.”

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Towards AI

FEBRUARY 27, 2024

Its position in RAG is shown in Figure 1. Figure 1 : The position of the Chunking process(red box) in RAG. Image by author. This article explores the methods of semantic chunking, explaining their principles and applications. Therefore, for chunking, the most elegant method is obviously to chunk based on semantics.

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Dataconomy

MARCH 6, 2024

With a prize pool of $5 million, this global initiative invites individuals, teams, and organizations from around the world to propose innovative solutions ( Image credit ) Structure : The competition spans multiple years and is open to participants from around the world. Visit the related article and explore.

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Dataconomy

FEBRUARY 27, 2024

Can Le Chat generate images and videos? No, Le Chat, like most other text-based AI chatbots, cannot directly generate images or videos. The prompt is “ Write a 300-500 word article as a travel blogger, showcasing a hidden gem destination. ChatGPT is the most trusted AI service so far and quite earned the title.

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Dataconomy

JULY 3, 2023

A new version of Stability AI’s AI image generator, Stable Diffusion XL (SDXL), has been released. Additionally, it accurately reproduces hands, which was a flaw in earlier AI-generated images. and Stable Diffusion XL beta, the example photographs from the blog article showed improvements. .”

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Dataconomy

FEBRUARY 1, 2024

Snap Pixy drone recall affects a staggering 71,000 units, raising concerns about the safety of the product’s batteries ( Image credit ) Background Snap introduced the Pixy drone, a distinctive yellow device with a rounded rectangle shape, with the goal of redefining the world of flying cameras. Visit the related article and explore now!

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Google Research AI blog

JULY 6, 2023

Posted by Kuniaki Saito, Student Researcher, Google Research, Cloud AI Team, and Kihyuk Sohn, Research Scientist, Google Research Image retrieval plays a crucial role in search engines. Typically, their users rely on either image or text as a query to retrieve a desired target image. cat”) in the textual input space.

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BAIR

MARCH 21, 2024

The "example_post" is an example representative image (not GIF) that we use for each post for tweeting (see below as well) and for the emails to subscribers. Please provide this image (and any other images and GIFs) in the blog to the BAIR Blog editors directly. Why Bother with Big Images Anyway?

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Dataconomy

MARCH 20, 2024

Unlike today’s narrow AI, programmed for specific tasks like identifying flaws in products or summarizing news articles, AGI promises adaptability across a wide range of thought-based challenges. Featured image credit: NVIDIA A key obstacle is establishing objective criteria to define what constitutes true AGI.

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Dataconomy

DECEMBER 25, 2023

pic.twitter.com/gnYcCsmls1 — Joe | GTA 6 Info (@GTASixInfo) December 24, 2023 In an intriguing turn, a user known as “Agent” contributed to the leak by sharing parts of the GTA 5 source code and images of Rockstar Games’ RAGE engine on X. Featured image credit: Kerem Gülen/Midjourney

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Dataconomy

SEPTEMBER 22, 2023

Because of that, AI tools like Ideogram that are capable of generating images with writing are popular nowadays. The DALL-E 3 image is very peaceful and serene, and it evokes a sense of connection to the universe. Also, the Midjourney image is more whimsical and playful. However, we have a writing mistake there.

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PyImageSearch

NOVEMBER 13, 2023

For example, image classification, image search engines (also known as content-based image retrieval, or CBIR), simultaneous localization and mapping (SLAM), and image segmentation, to name a few, have all been changed since the latest resurgence in neural networks and deep learning.

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Dataconomy

JUNE 21, 2023

In this article, we will delve into the underlying technology of this AI-driven app and explore its functioning that breathes life into your doodles. One notable application developed using ControlNet is DreamBooth , which generates images by matching the pose of an input stick figure. What is Scribble Diffusion?

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Towards AI

JANUARY 31, 2024

In this article, I will discuss how dimensions play a role in machine learning and where these dimensions can be seen in real applications. Here are two important facets: in terms of images in terms of model learning/feature space Image Dimensions. Color channels (dimensions) of an image.

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Data Science Dojo

JUNE 28, 2023

To figure out who’s on top, you need to look at their features closely: Feature Paraphrasingtool.ai To figure out who’s on top, you need to look at their features closely: Feature Paraphrasingtool.ai Paraphrasingtool.ai vs Quillbot: A comprehensive comparison Now that you are familiar with both Paraphrasingtool.ai

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Dataconomy

JANUARY 22, 2024

Rabbit R1 Perplexity AI usage is explained in this article. Rabbit R1 Perplexity AI usage opens new possibilities ( Image Credit ) At the core of this partnership is the incorporation of Perplexity AI’s state-of-the-art technology into the Rabbit R1 device. and OpenAI’s GPT-4. million at a valuation of $520 million.

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PyImageSearch

OCTOBER 2, 2023

This will encompass experiments ranging from latent space visualization to image generation. By the conclusion, you’ll have a deep appreciation for VAEs, their capabilities in image generation, and the intricacies of the dataset. In a standard autoencoder, every image corresponds to a singular point within the latent space.

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PyImageSearch

DECEMBER 25, 2023

text, images, and music) based on what it has previously learned. Simply navigate to [link] after signing up for your Google Cloud Account, you will be greeted with a page as shown in Figure 1. Figure 2 Upon clicking, the following page will be presented ( Figure 3 ). Figure 5 You can feed your desired input text (e.g.,

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Dataconomy

MARCH 8, 2024

Uncover the standout performers in the AI crypto market, including Internet Computer (ICP), Bittensor (TAO), The Graph (GRT), Fetch.AI (FET), SingularityNet (AGIX), and Worldcoin (WLD) ( Image credit ) Disclaimer : Nothing on this site should be construed as investing, financial, trading, or any other kind of advice.

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Dataconomy

FEBRUARY 26, 2024

This improvement would mark a significant leap forward in our ability to generate images that are not only visually stunning but also incredibly life-like. This level of customization and flexibility would significantly enrich the creative experience, offering endless possibilities for artistic expression.

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PyImageSearch

JULY 17, 2023

visualizing the latent space, uniform sampling of data points from this latent space, and recreating images using these sampled points). Figure 1: Need help configuring your dev environment? Start by accessing this tutorial’s “Downloads” section to retrieve the source code and example images.

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Dataconomy

AUGUST 15, 2023

HUB International Limited, a towering figure in insurance brokerage, reveals an unexpected twist in its digital narrative. The HUB International Data Breach story unveiled ( Image credit ) Upon this discovery, HUB undertook a comprehensive assessment of the compromised data, its contents, and the individuals potentially affected.

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Mlearning.ai

JUNE 6, 2023

In the realm of multimodal learning, image captioning stands as a process that involves the generation of meaningful textual descriptions or captions corresponding to given images. This blog post can be considered as a synopsis of the article [ 1 ] which incorporates some terminologies and concepts outlined in the paper.

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Towards AI

APRIL 13, 2024

AI and Deepfakes in the Courtroom Image generated by DALL·E From seamlessly swapping audio/visual elements to fabricating entirely false material, the impact of deepfakes on public trust and society looms large, especially in the wake of the 2016 political events like Trump’s presidency in the US and Brexit in the UK[1].

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Dataconomy

SEPTEMBER 21, 2023

In this article, we’ll explore how to use DALL-E 3, its integration with ChatGPT, and the safety precautions OpenAI has taken to ensure responsible AI art creation. Our new text-to-image model, DALL·E 3, can translate nuanced requests into extremely detailed and accurate images.

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