If you're embarking on a journey into the realm of AI container management, dstack is an excellent companion. Designed specifically as a streamlined alternative to Kubernetes, dstack simplifies the orchestration of AI workloads in the cloud and on-premises. This guide...
How to Set Up and Use Manga OCR for Japanese Text Recognition
Welcome to your comprehensive guide on utilizing the Manga Optical Character Recognition (OCR) tool aimed at efficiently recognizing Japanese text, specifically in manga formats. This blog post will walk you through the installation process, usage instructions,...
Unlocking the Power of Self-Play Fine-Tuning (SPIN)
Language models have come a long way, but what if they could improve their performance by learning from themselves? Introducing Self-Play Fine-Tuning (SPIN), a revolutionary method that allows language models to refine their capabilities by generating their own...
Video Diffusion in PyTorch: How to Generate Text-to-Video
In the ever-evolving world of artificial intelligence, the ability to generate videos from text descriptions has taken a giant leap forward. Welcome to the realm of Video Diffusion, where imagination meets programming, transforming words into vibrant visual...
The Autonomous Driving Cookbook: A Step-By-Step Guide
Welcome to the exciting world of autonomous driving! In recent years, this technology has transformed from a lofty dream into a tangible reality. The Autonomous Driving Cookbook aims to equip you with the knowledge and tools needed to navigate through the nuances of...
How to Get Started with PrimeQA for Multilingual Question Answering
Welcome to the exciting world of PrimeQA, a state-of-the-art, open-source repository designed for researchers and developers working in the field of Question Answering (QA). In this blog post, we'll guide you through the steps to get started with PrimeQA, its...
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery
In the realm of remote sensing imagery, detecting changes is crucial for understanding environmental shifts and monitoring urban development. In this blog, we’ll explore how to implement the STAR and ChangeStar methods from the ICCV 2021 paper titled "Change is...
How to Hack Flappy Bird Using Reinforcement Learning
Flappy Bird, a simple yet addictive game, has inspired many developers to explore how algorithms can be used to master its challenges. In this article, we will guide you through running a Flappy Bird hack using Reinforcement Learning. With the right tools and setup,...
How to Generate Breast Cancer Immunohistochemical Images Using Pyramid Pix2Pix
In the world of medical imaging, the capability to generate accurate immunohistochemical images is crucial. The BCI project leverages the Pyramid Pix2Pix model to create these images, facilitating better research and analysis in breast cancer diagnostics. This guide...