Have you ever struggled to remove backgrounds from images or videos? Good news! The Transparent Background tool, powered by InSPyReNet (ACCV 2022), simplifies this process. This tool allows you to make backgrounds transparent with ease. Whether it’s for creating...
Learning Skeletal Articulations with Neural Blend Shapes
Welcome to the ultimate guide on using the end-to-end library for automatic character rigging, skinning, and blend shapes generation. This is based on the groundbreaking work published in SIGGRAPH 2021, "Learning Skeletal Articulations with Neural Blend Shapes". By...
A Complete Guide to Implementing Text Classification with PyTorch
Welcome to our comprehensive guide on setting up text classification using PyTorch! This article will walk you through the steps needed to get your own text classification model up and running. Whether you're a novice or an experienced developer, you’ll find useful...
How to Get Started with Spark ML: A Comprehensive Guide
Apache Spark is a powerful open-source processing engine built around speed, ease of use, and sophisticated analytics. With Spark ML, you can implement machine learning applications efficiently. This blog post provides a user-friendly guide to help you navigate Spark...
A Comprehensive Guide to the Machine Deep Learning Compendium
Welcome to our exploration of the Machine Deep Learning Compendium, a treasure trove of knowledge curated by Dr. Ori Cohen. This blog aims to provide you with a user-friendly overview of this vast resource, helping you navigate its rich contents effectively. What is...
How to Build End-to-End Trainable Task-Oriented Dialogue Models with NNDial
NNDial, developed by Tsung-Hsien (Shawn) Wen from the Cambridge Dialogue Systems Group, is an open source toolkit for building sophisticated task-oriented dialogue models. Released under the Apache License 2.0, this toolkit provides a robust framework to create...
Overeasy
Create powerful zero-shot vision models! Overeasy allows you to chain zero-shot vision models to create custom end-to-end pipelines for tasks like: Bounding Box Detection Classification Segmentation (Coming Soon!) All of this can be achieved without needing to collect...
How to Use OpenAI’s GPT-3 to Generate SQL from Natural Language
Have you ever wished for a magic wand that could transform your plain English requests into complex SQL queries? Thanks to OpenAI's GPT-3, that dream is now a reality! In this article, we will guide you step-by-step on how to leverage GPT-3 to generate SQL from...
Unveiling libRmath.js: Your Guide to Statistical Sampling in JavaScript
Welcome to the world of statistical sampling in JavaScript! In this article, we will explore how to utilize the fascinating libRmath.js, which is a recreation of R's statistical nmath library, now available in TypeScript/JavaScript. Installation and Usage To begin...