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How to Build a Prototype X-ray Judgment Tool (Open Source Medical Inference System) Using TorchXRayVision, Gradio, and PyTorch [Colab Notebook Included)

In this tutorial, we demonstrate how to build a prototype X-ray judgment tool using open-source libraries in Google Colab. By leveraging the power of TorchXRayVision for loading pre-trained DenseNet models and Gradio for creating an interactive user interface, we show how to process and classify chest X-ray images with minimal setup. This notebook guides you through image preprocessing, model inference, and result interpretation, all designed to run seamlessly on Colab without requiring external API keys or logins. Please note that this demo is intended for educational purposes only and should not be used as a substitute for professional clinical diagnosis…..

Sourcetable Raises $4.3M to Launch the World’s First Self-Driving Spreadsheet, Powered by AI

In a major leap forward for productivity software, Sourcetable has announced a $4.3 million seed round and the launch of what it calls the world’s first autonomous, AI-powered spreadsheet — a “self-driving” experience that reimagines how humans interact with data. With backing from top investors including Bee Partners, Julien Chaumond (Hugging Face), Preston-Werner Ventures (GitHub co-founder), Roger Bamford (MongoDB), and James Beshara (Magic Mind), Sourcetable is taking aim at a problem hiding in plain sight: despite over 750 million people using spreadsheets daily, most struggle with even basic functions like VLOOKUP or pivot tables. “AI is the biggest platform shift since

Amazon launches AI agent toolkit with Nova Act SDK

Newsletter Amazon has released Nova Act, a new AI agent development system, along with a web service to access its existing AI models. U.S. developers and customers can now access the preview version of Nova Act SDK, which provides access to Amazon’s language models Nova Micro, Lite, and Pro, as well as models for image generation (Nova Canvas) and video creation (Nova Reel). The models are already available through Amazon Bedrock, but the new website nova.amazon.com aims to make them more accessible. “Nova.amazon.com puts the power of Amazon’s frontier intelligence into the hands of every developer and tech enthusiast, making

Top 5 Code Editors to Vibe Code in 2025

Still writing every line of code yourself? Jumping between tabs, searching for answers, and hoping things just work? There’s a new way to code now. AI editors can understand what you’re building from a simple prompt. They help you write, fix, and improve code without getting in the way. In this guide, we’ll look at some of the best AI code editors that make coding feel smoother, faster, and way less messy. 1. Cursor AI Cursor emerges as a cutting-edge AI-enhanced code editor designed to revolutionize software development through intelligent assistance. By leveraging state-of-the-art transformer models, Cursor goes beyond traditional

How to Build a Prototype X-ray Judgment Tool (Open Source Medical Inference System) Using TorchXRayVision, Gradio, and PyTorch

In this tutorial, we demonstrate how to build a prototype X-ray judgment tool using open-source libraries in Google Colab. By leveraging the power of TorchXRayVision for loading pre-trained DenseNet models and Gradio for creating an interactive user interface, we show how to process and classify chest X-ray images with minimal setup. This notebook guides you through image preprocessing, model inference, and result interpretation, all designed to run seamlessly on Colab without requiring external API keys or logins. Please note that this demo is intended for educational purposes only and should not be used as a substitute for professional clinical diagnosis.

Apple’s Swift language gets version manager

Apple has introduced swiftly 1.0, a version manager for the Swift programming language that is intended to ease the process of installing, managing, and updating the user’s Swift tool chain. Swiftly 1.0 was announced March 28. While swiftly has been available for some years as a community-supported tool for Swift developers using Linux, the swiftly 1.0 release makes it an officially supported part of the core Swift tool chain. The project is now hosted in the Swift GitHub organization. Apple has added macOS support to swiftly make it easier to install Swift separately from the Xcode development environment.   The

How Beijing plans to bounce back against Trump’s tariffs

China’s president Xi Jinping recently held a meeting with 40 leaders of multinational companies, including BMW and AstraZeneca. In contrast to Donald Trump’s rhetoric, Xi told the top level executives that globalisation was not going away. Xi is attempting to boost foreign investment in China, which has dropped in the last few years, and build new relationships that will offset Trump’s tariffs on many Chinese goods. In the March 28 meeting, Xi “vowed to improve market access” and assured corporate leaders that “lines of communication” between them and the Chinese government are open. Xi is hoping to build on an