This guide introduces Mask2Former and OneFormer, 2 state-of-the-art neural networks for image segmentation. The models are now available in 🤗 transformers, an open-source library that offers easy-to-use implementations of state-of-the-art models. Along the way, you’ll learn about the difference between the various forms of image segmentation. Image segmentation Image segmentation is the task of identifying different “segments” in an image, like people or cars. More technically, image segmentation is the task of grouping pixels with different semantics.    

Welcome to AI for Game Development! In this series, we’ll be using AI tools to create a fully functional farming game in just 5 days. By the end of this series, you will have learned how you can incorporate a variety of AI tools into your game development workflow. I will show you how you can use AI tools for: Art Style    

Transformer based models in language, vision and speech are getting larger to support complex multi-modal use cases    

LoRA: Low-Rank Adaptation of Large Language Models is a novel technique introduced by Microsoft researchers to deal with the problem of fine-tuning large-language models. Powerful models with billions of parameters, such as GPT-3, are prohibitively expensive to    

At Hugging Face, we pride ourselves on democratizing the field of artificial intelligence together with the community. As a part of that mission, we began focusing our efforts on computer vision over the last year. What started as a PR for having Vision Transformers (ViT) in 🤗 Transformers has now grown into something much bigger – 8 core vision tasks,    

We’re excited to introduce a new tool we created: ⚔️ AI vs. AI ⚔️, a deep reinforcement learning multi-agents competition system. This tool, hosted on Spaces, allows us to create multi-agent competitions.