SWIFT-AI: An Extremely Fast System For Gigapixel Visual Understanding In Science

Welcome to the dawn of a new era in scientific research with SWIFT AI, our ground-breaking system that harnesses the power of deep learning and gigapixel imagery to revolutionize visual understanding across diverse scientific fields. Pioneering in speed and accuracy, SWIFT AI promises to turn minutes into seconds, offering a giant leap in efficiency and accuracy, thereby empowering researchers and propelling the boundaries of knowledge and discovery.

Paper 🏗️ Model (via Google) 🏗️ Model (via Baidu) 🗃️ Dataset 🧱 Code 🧐 Video 🧑‍💻 Demo

Table of Contents

• Introduction
• Key Features
• Architecture
• Installation
• Usage
• Future Work and Contributions

Key Features

SWIFT-AI will become the third eye of researchers, helping to observe objects in a large field of view, and assisting the discovery of strong gravitational lenses by the LSST project.

* We are rewriting the previous code of the organization. Please be patient.

** We have built a new sparse Transformer architecture, and the code will be updated in two days.