How the Gemma 4 Vision Agent’s “Agentic Loop” Solves Complex Visual Reasoning

Explore the new agentic loop pipeline using Gemma 4 and Falcon Perception for highly accurate, locally hosted image ...
IEEE

HDA-SAMUNet: A Medical Image Segmentation Method Based on Vision Mamba UNet and MedSAM

Abstract: Deep learning methods have been extensively explored for medical image segmentation. Although recent CNN--based and Transformer-based frameworks have advanced medical-image segmentation, ...
TechEngage

CAPTCHA Evolution: The History of How Websites Prove You’re Human

From warped text to invisible AI scoring: the complete history of CAPTCHAs, how spammers beat them, and what comes next in ...
IEEE

OpenVocabCT: Towards Universal Text-driven CT Image Segmentation

Abstract: Computed tomography (CT) is extensively used for accurate visualization and segmentation of organs and lesions. While deep learning models such as convolutional neural networks (CNNs) and ...
GitHub

Vision Context MCP Server

A 3D scene representing outdoor with foreground, midground, background depth layers containing person, car, tree. person is standing. car measures approximately 200x150 pixels.