Welcome to big-AGI! This dynamic AI suite is tailored for professionals who seek functionality, aesthetics, simplicity, and speed, all in one platform. Leveraging state-of-the-art models from multiple vendors and open-source servers, big-AGI serves up unparalleled...
Getting Started with Paddle Lite
Paddle Lite is an AI minimalist framework designed to provide streamlined solutions for mobile and embedded devices. Think of it as a compact toolkit for deploying advanced deep learning models efficiently. In this article, we will guide you through the process of...
Learning to Play Tetris with Monte Carlo Tree Search and Temporal Difference Learning
Welcome to an exciting journey through the world of Tetris and artificial intelligence! This blog post explores how to train an agent to play Tetris using sophisticated strategies like Monte Carlo Tree Search (MCTS) and Temporal Difference Learning (TD). Get ready to...
DABEST-Python: A Comprehensive Guide to Data Analysis with Bootstrap-Coupled Estimation
Welcome to your go-to guide for using the DABEST Python library! DABEST stands for Data Analysis using Bootstrap-Coupled ESTimation, and it offers remarkable capabilities for analysis without falling into the conventional clutches of significance testing. In this...
Your Guide to Navigating Technical Resources
Welcome to the world of programming where tools and resources are abundant! Today, we’ll dive into a comprehensive guide that will help you manage various technical resources effectively. Whether you’re looking to grasp the intricacies of database systems, learn...
How to Implement Structure-Preserving Super Resolution with Gradient Guidance in PyTorch
In this guide, we will walk through the implementation of Structure-Preserving Super Resolution with Gradient Guidance (SPSR) as proposed in the paper presented at CVPR 2020. This technique enhances image resolution while preserving vital image structures. We'll cover...
How to Use PyTorch Connectomics for Semantic and Instance Segmentation
The field of connectomics is revolutionizing our understanding of the brain by reconstructing its complex wiring diagram. With recent advancements in electronic microscopy, researchers can gather a wealth of image data, but the annotation process can be exhausting....
Democratizing High-Resolution Image Generation: A Guided Journey with DemoFusion
Welcome to the fascinating world of DemoFusion, an innovative framework designed to democratize high-resolution image generation using Generative Artificial Intelligence (GenAI). This guide will walk you through the setup and usage of DemoFusion, along with...
Transitioning from Lore: A Guided Approach
In the ever-evolving landscape of software development, it is not uncommon for tools and libraries to become obsolete, pushing developers to seek alternatives. Recently, Instacart announced the deprecation of Lore as of April 2022. If you're currently working with...