As we all know, the “AI PC” has become one of the hottest topics in the consumer electronics industry today. For consumers who may not be well-versed in technical details but are intrigued by this concept, they believe that the “AI PC” can assist them in completing tasks they are not skilled at or alleviate … Read more
If you have been following Intel and AMD’s new CPUs recently, you may have noticed that whether it’s the Core Ultra or Ryzen 8000G, new products are equipped with NPU modules to meet the challenges of the AI era. You might ask: What is NPU, and why do I need it? Neural Networks and Neural … Read more
(Comprehensive report by Electronic Enthusiasts Network) NPU is a hardware processor specifically designed to accelerate neural network computations. With the rapid development of artificial intelligence and deep learning technologies, traditional CPUs and GPUs struggle to handle complex neural network computations, which is why NPUs were designed. How NPU Has Developed As early as 2011, Google … Read more
This article is based on the speech by Zhang Xianyi and has not been reviewed by the author. Embedded AI combines hardware, software, and algorithms to provide cost-effective, high-performance, and low-power solutions, applicable in scenarios such as facial recognition, and aims to achieve better interactivity. What is embedded artificial intelligence, or edge intelligence? It does … Read more
TinyMLPy is a Python library focused on the development of lightweight deep learning models, offering efficient model compression and deployment capabilities. In the field of deep learning, lightweight AI has become an important development direction, from model compression and quantization optimization to deployment on micro devices. In practical applications, TinyMLPy can help us: Compress deep … Read more
Deep learning dominates various fields and fundamentally changes human society. Efficiency is a key factor in democratizing deep learning and expanding its application scope. This has become increasingly important as Moore’s Law slows down and the pace of model size expansion accelerates. We need efficient algorithms and systems to help bridge this gap. In this … Read more
Currently, there are quite a few mobile deep learning inference frameworks in the community (such as NCNN, MNN), which provide considerable convenience for community users to deploy deep learning on mobile devices. However, these inference frameworks share a common problem: as they continue to iterate and optimize performance, the runtime libraries gradually increase in size. … Read more
Click on the "Xiaobai Learns Vision" above, select to add "Star" or "Top" Heavy content delivered first Source | Machine Vision Salon With the rapid development of the new generation of information communication technology, the market demand for terminal devices such as smartphones, tablets, and smart home products continues to grow, leading to a sharp … Read more
Unexpected Ways to Open MATLAB ยท From October 29 to 31, 2019, the Information Construction Management Service Center of Nanjing University will invite the MATLAB team to bring a series of special lectures to the faculty and students. What is MATLAB? What can MATLAB be used for? Let this article tell you! MATLAB, short for … Read more
Share interests, spread happiness, increase knowledge, and leave beauty behind. Dear you, this is LearningYard Academy! Today, the editor brings you an introduction of Matlab software Welcome to visit with your heart! The reading time of this tweet is about 5 minutes, please read it with patience. 1 What is Matlab? MATLAB is a commercial … Read more