[Image] This section demonstrates how to deploy a target detection model on embedded devices. 01 Python Inference on Raspberry Pi First, install the Python version of the FastDeploy library on the Raspberry Pi, specifically the CPU version. Since the official website does not provide a FastDeploy library corresponding to the Raspberry Pi, readers need to … Read more
In addition to considering the characteristics of hardware devices, compatibility with the bus interior environment must also be taken into account. After a comprehensive market survey of embedded computing modules, NVIDIA’s Jetson Xavier NX was selected as the core computing module. The choice of Jetson Xavier NX is based not only on its high performance … Read more
Click the blue words above to follow us WeChat Official Account:OpenCV Academy Follow to get more knowledge on computer vision and deep learning Content and Features of this Book This book consists of three main parts, corresponding to three levels of OpenCV development: (1) Basic section: Learn the fundamentals of OpenCV and how to use … Read more
Artificial Intelligence plays a crucial role in realizing the functionalities of the Internet of Things. Let us explore the key technologies and techniques that drive the integration of AI and IoT, empowering intelligent and autonomous systems. Machine Learning Algorithms for Analyzing IoT Data using AI Machine learning forms the foundation of IoT AI, enabling devices … Read more
Introduction This page will guide you on installing TensorFlow on a Raspberry Pi 4 running the 64-bit Bullseye operating system. TensorFlow is a large software library developed specifically for deep learning, which consumes a lot of resources. You can run TensorFlow on a Raspberry Pi 4, but do not expect miraculous performance. If the model … Read more
Conference Invitation Artificial Intelligence (AI) Chip Design Seminar (July 25, Beijing National Convention Center) A domestic startup specializing in AI FPGA acceleration algorithms, Deep Insight Technology, was acquired by the international giant Xilinx just two days ago, causing quite a stir in the industry. Currently, there are quite a number of companies in China working … Read more
The OBOO brand offers a series of indoor/outdoor interactive touchscreen query all-in-one machines, information display screens, AI touch screens, and network LCD advertising screens that all utilize the flagship ZC-3588A industrial control motherboard. The core of the OBOO display terminal, the ZC-3588A, adopts the latest generation of Rockchip’s flagship industrial-grade octa-core processor, which shows significant … Read more
[Image] We can optimize the neural network architecture to fit within the memory and computational constraints of microcontrollers without compromising accuracy. In this article, we will explain and explore the potential of depthwise separable convolutional neural networks for implementing keyword recognition on Cortex-M processors. Keyword recognition (KWS) is crucial for enabling voice-based user interaction on … Read more
Compiled by New Intelligence1 Source: arxiv Authors: Griffin Lacey, Graham Taylor, Shawaki Areibi Abstract In recent years, the rapid increase in data volume and accessibility has led to a shift in the design concepts of algorithms in artificial intelligence. The manual creation of algorithms has been replaced by the ability of computers to automatically learn … Read more
Have you absorbed today’s knowledge? In the past year, we have researched over 2,000 laptops and selected what we believe are the best laptops for machine learning, data science, and deep learning, devices that will stand the test of time for artificial intelligence! As technology continues to evolve, we will provide the best recommendations for … Read more