Categories: FAANG

Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms

Building a generalist model for user interface (UI) understanding is challenging due to various foundational issues, such as platform diversity, resolution variation, and data limitation. In this paper, we introduce Ferret-UI 2, a multimodal large language model (MLLM) designed for universal UI understanding across a wide range of platforms, including iPhone, Android, iPad, Webpage, and AppleTV. Building on the foundation of Ferret-UI, Ferret-UI 2 introduces three key innovations: support for multiple platform types, high-resolution perception through adaptive scaling, and advanced task…
AI Generated Robotic Content

Recent Posts

Further Applications with Context Vectors

This post is divided into three parts; they are: • Building a Semantic Search Engine…

10 mins ago

FastVLM: Efficient Vision encoding for Vision Language Models

Scaling the input image resolution is essential for enhancing the performance of Vision Language Models…

11 mins ago

Build a FinOps agent using Amazon Bedrock with multi-agent capability and Amazon Nova as the foundation model

AI agents are revolutionizing how businesses enhance their operational capabilities and enterprise applications. By enabling…

12 mins ago

Identity as the new perimeter: National Oilwell Varco’s approach to stopping the 79% of attacks that are malware-free

NOV’s CIO led a cyber strategy fusing Zero Trust, AI, and airtight identity controls to…

1 hour ago

Best Sports Bras for Women, Tested and Reviewed (2025)

Our top picks keep everything in place, even if your workout is just a walk…

1 hour ago