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Sora — Intuitively and Exhaustively Explained

A new era of cutting-edge video generationContinue reading on Towards Data Science » A new era of cutting-edge video generationContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials to their authors. If you are the owner of the content and do not want…

Point Cloud Classification with PointNet and PyTorch3D

Train a machine learning classifier for 3D dataContinue reading on Towards Data Science » Train a machine learning classifier for 3D dataContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials to their authors. If you are the owner of the content and…

Exploring Brazil’s National Accounts through a Dashboard

Implementation details and analytical possibilitiesPhoto by Dominik Lückmann on UnsplashAt the end of the first week of March 2024, the news revealed that Brazil’s GDP grew by almost 3% in 2023 compared to the previous year, reaching a total value of US$ 2,17 trillion. This advance placed the country in ninth position among the world’s largest economies, surpassing Canada. The analysis specifically indicates that a significant portion of this increase is attributed to the agricultural sector, which witnessed an impressive…

Image generation with diffusion models using Keras and TensorFlow

Using Diffusion to generate imagesYou must have heard of Dall-E 2. Published by Open AI, which is a model that generates realistic looking images from a given text prompt. You can check out a smaller version of the model here.Ever wondered how it works under the hood? Well… it uses a new class of generative technique, called ‘diffusion’. The idea was proposed by Sohl-Dickstein, et al in 2015, where essentially, a model generates an image from Noise.But why use diffusion models when there are GANs around?GANs are great at…

Learn how to Use AI for Your Business

TL;DR: Learn how consumer-facing AI tools can help your business in The 2024 Complete ChatGPT & Gemini AI Advanced E-Degree, now just $29.99. According to a recent study, 35% of companies worldwide are already using AI, while 50% plan to use it in some capacity in 2024. Companies use AI to automate tedious tasks, create content, get inspiration for marketing campaigns, manage customer relationships and much more. You don’t have to incorporate AI into your business, but it can help in more ways than you may…

How to Interpret GPT2-Small

Mechanistic Interpretability on prediction of repeated tokensThe development of large-scale language models, especially ChatGPT, has left those who have experimented with it, myself included, astonished by its remarkable linguistic prowess and its ability to accomplish diverse tasks. However, many researchers, including myself, while marveling at its capabilities, also find themselves perplexed. Despite knowing the model’s architecture and the specific values of its weights, we still struggle to comprehend why a…

Linear Algebra 5: Linear Independence

Ax = 0 and proving a set of vectors is linearly independentPrefaceWelcome back to the fifth edition of my ongoing series on the basics of Linear Algebra, the foundational math behind machine learning. In my previous article, I walked through the matrix equation Ax = b. This essay will investigate the important concept of linear independence and how it connects to everything we’ve learned so far.This article would best serve readers if read in accompaniment with Linear Algebra and Its Applications by David C. Lay, Steven…

Detecting Insecure Code with LLMs

Prompt Experiments for Python Vulnerability DetectionPhoto by Alexander Sinn on UnsplashIf you are a software professional, you might dread opening the security scan report on the morning of a release. Why? You know that it’s a great tool for enhancing the quality and integrity of your work, but you also know you are going to spend the next couple of hours scrambling to resolve all the security issues before the deadline. If you are lucky, many issues will be false alarms, but you will have to manually verify the status…

How to Use Gemini (Formerly Duet AI) to Create Images for Slides

If you have a paid subscription to Gemini (formerly Duet AI), you may generate images in Google Slides and Google Meet in a web browser. The feature is available to Google Workspace customers with the Gemini add-on (for $14 per user per month, paid annually for Gemini Business, or $30 per user per month, paid annually for Gemini Enterprise) and individual Gemini subscribers ($20 per month on personal accounts). Gemini in Google Slides or Meet offers an alternative to laboriously drawing custom images yourself…