➀ This tutorial demonstrates how to implement AI-powered gesture recognition using the Edge Impulse platform and the IndusBoard Coin microcontroller.

➁ It includes a step-by-step guide on setting up the development environment, collecting sensor data, training a machine learning model, and deploying it on the IndusBoard Coin.

➂ The project aims to enable AI tasks on compact devices with limited resources, such as smartwatches and phones.

➀ Qualcomm Technologies has unveiled the Snapdragon X, a new SoC designed for AI-enabled laptops and compact desktops, priced starting at $600.

➁ The Snapdragon X boasts advanced CPU and GPU capabilities, along with dedicated AI acceleration, aiming to make powerful computing more accessible.

➂ It is expected to power Windows 11 laptops and mini desktops from manufacturers like Acer, Asus, Dell Technologies, HP, and Lenovo.

➀ Researchers at Karlsruhe Institute of Technology (KIT) have demonstrated that machine learning (ML) can significantly improve the manufacturing process monitoring of perovskite solar cells, a promising photovoltaic technology.

➁ Using deep learning techniques, they were able to predict material properties and efficiencies of solar cells with high precision beyond laboratory scale.

➂ The study shows that ML can help identify process errors during cell production, leading to improved quality control without additional testing methods.

➀ The current state-of-the-art machine learning applications use deep neural network models that have become so large and complex that they have exceeded the limits of traditional electronic computing hardware.

➁ Researchers at MIT and other institutions have developed a new type of photonic chip that can overcome these barriers.

➂ The optical device can complete the key calculations of machine learning classification tasks in less than half a nanosecond while achieving an accuracy rate of over 92%.