[导读]在工业物联网和智能终端快速发展的背景下，边缘计算成为实现低延迟、高能效AI推理的核心架构。然而，嵌入式设备普遍面临内存容量小、算力有限、功耗敏感等挑战，例如STM32F7系列MCU仅配备2MB Flash和320KB RAM。TensorFlow Lite（TFLite）通过模型量化技术，将 ...

Artec 3D, a 3D scanning technology company, has launched Artec Studio Lite, a new, more accessible version of its software for 3D data capture and processing. Designed to make professional-grade 3D ...

This library simplifies the use of TensorFlow Lite Micro on Arduino boards, offering APIs in the typical Arduino style. It avoids the use of pointers or other C++ syntactic constructs that are ...

This is a port of the TensorFlow Lite Micro Library to the Arduino platform, aimed at enabling Tiny Machine Learning (TinyML) experiments on all Arduino boards with mbed or ESP32 architecture. Tested ...

The choice between PyTorch and TensorFlow remains one of the most debated decisions in AI development. Both frameworks have evolved dramatically since their inception, converging in some areas while ...

Our look at the 3DMakerPro Moose Lite 3D scanner concludes with more operations and final thoughts. This is part three of a three part series, please read parts one and two. I moved on to test some ...

I’ve just come across an Atom-based Edge AI server offered with a range of AI accelerator modules namely the Hailo-8, Blaize P1600, Degirum ORCA, and MemryX MX3. I had never heard about the last two, ...

In the dynamic world of machine learning, two heavyweight frameworks often dominate the conversation: PyTorch and TensorFlow. These frameworks are more than just a means to create sophisticated ...

Religious wars have been a cornerstone in tech. Whether it’s debating about the pros and cons of different operating systems, cloud providers, or deep learning frameworks — a few beers in, the facts ...

Abstract: In this article, we present a hardware architecture optimized for sparse and dense matrix processing in TensorFlow Lite and compatible with embedded-heterogeneous devices that integrate ...

Deep learning is changing our lives in small and large ways every day. Whether it’s Siri or Alexa following our voice commands, the real-time translation apps on our phones, or the computer vision ...