Bootstrap your Lobe machine learning model with our web starter project.
Web Bootstrap headerLobe is a free and easy-to-use application that allows users to bring their machine learning ideas to life. It provides the ability to create machine learning models using Lobe and then integrates them into React projects in the browser using Create React App, TypeScript, and TensorFlow.js. The project comes with prebuilt components for utilizing the models, such as a live webcam feed, image prediction, and static image input.
Web Bootstrap headerLobe is a user-friendly application that enables users to bring their machine learning ideas to life. It seamlessly integrates with Lobe, allowing users to create machine learning models easily. With prebuilt components for common functionalities like live webcam feed and image prediction, users can quickly integrate their models into React projects. The installation process is straightforward, requiring cloning the project, installing dependencies with Yarn, and starting the development server. Overall, Web Bootstrap headerLobe simplifies the process of using machine learning models in web applications.
React is a widely used JavaScript library for building user interfaces and single-page applications. It follows a component-based architecture and uses a virtual DOM to efficiently update and render UI components
TypeScript is a superset of JavaScript, providing optional static typing, classes, interfaces, and other features that help developers write more maintainable and scalable code. TypeScript's static typing system can catch errors at compile-time, making it easier to build and maintain large applications.