Video: Accelerating Design & Development Innovation with AI-driven Tools

Learn how to build brain-controlled interfaces using JavaScript and brain sensors. Understand the functions of different parts of the brain and how they relate to sensor placement. Explore examples of calm and focus detection, as well as the Kinesis API for mental commands. Discover the applications of brain-controlled interfaces, such as scrolling web pages and password-less authentication. Understand the limits and opportunities of brain control and the potential for using brain sensors in medical applications.

ChirpX is a technology to securely run binary code in the browser, written in C++ and compiled to JavaScript WebAssembly. It can run a full virtualized system in the browser, including Bash and other languages like Python and JavaScript. ChirpX aims for scalability and the ability to work with large code bases, supporting multiprocessing and multithreading. It uses a two-tiered execution engine with an interpreter and a JIT engine. Future plans include running the full X.Org server in the browser and implementing the Windows system call. WebVM, the underlying technology, has a virtual file system backed by Cloudflare.

TensorFlow.js enables machine learning in the browser and beyond, with features like face mesh, body segmentation, and pose estimation. It offers JavaScript prototyping and transfer learning capabilities, as well as the ability to recognize custom objects using the Image Project feature. TensorFlow.js can be used with Cloud AutoML for training custom vision models and provides performance benefits in both JavaScript and Python development. It offers interactivity, reach, scale, and performance, and encourages community engagement and collaboration between the JavaScript and machine learning communities.

Welcome to MakePad, a new way to build UI for web and native using WebAssembly and Rust. JavaScript is not suitable for complex applications like IDEs and design tools. Rust, a new programming language, was used to reimagine MakePad, resulting in a fast and efficient platform. MakePad offers live editing, high CPU performance, and the ability to load native instrument components. The future of MakePad includes an open-source release, a design tool, and support for importing 3D models.

Today's Talk introduces the webHID API, which allows developers to control real devices from the browser via USB. The HID interface, including keyboards, mice, and gamepads, is explored. The Talk covers device enumeration, input reports, feature reports, and output reports. The use of HID in the browser, especially in Chrome, is highlighted. Various demos showcase working with different devices, including a DualShock controller, microphone, gamepad, and Stream Deck drum pad. The Talk concludes with recommendations and resources for further exploration.

The Talk covers various experiments with JavaScript and C++, including controlling lights and creating a car control system. The speaker shares his experiences with home automation and the challenges of hiding wires. He explores using JavaScript with Esperino for face recognition and discusses the benefits and limitations of the platform. The Talk concludes with suggestions for using JavaScript in hardware projects and learning opportunities.