就像人类一样，植物也可能染病，比如植物的叶子可能会因真菌或其他病原体而发黄或出现斑点。因此，通过机器学习的力量，可以扫描颜色，然后将其用于训练一个模型，该模型可以检测叶子的颜色并对其健康状态作出判断。 硬件 这个项目主要用Arduino Nano 33 ...

TinyML 也是机器学习的一种，他的特点就是缩小深度学习网络可以在微型硬件中使用，主要应用在智能设备上。 超低功耗嵌入式设备正在“入侵”我们的世界，借助新的嵌入式机器学习框架，它们将进一步推动人工智能驱动的物联网设备的普及。 FPGA一直以低功耗 ...

Aluminum and iconography are no longer enough for a product to get noticed in the marketplace. Today, great products need to be useful and deliver an almost magical experience, something that becomes ...

Here’s a book that may interest Gadget Masters looking to build some machine learning on their own local device: TinyML, as in tiny machine learning. Its full title is TinyML: Machine Learning with ...

The implications of TinyML accessibility are very important in today’s world. For example, a typical drug development trial takes about five years as there are potentially millions of design decisions ...

Here's a book that may interest Gadget Masters looking to build some machine learning on their own local device: TinyML, as in tiny machine learning. Its full title is TinyML: Machine Learning with ...

打从2022年11月ChatGPT开放公众使用后，随即掀起一股大型语言模型（Large Language Model, LLM）风潮，乃至生成式人工智能（Generative Artificial Intelligence, GenAI）风潮，不过AI似乎有极大化与极小化的两线发展，小型化发展即是以AIoT为起点开始衍生出Edge AI、TinyML等，特别 ...

TinyML微型机器学习是机器学习和物联网设备的交集，它是一门新兴的工程学科，有可能在许多行业引发革命。 编者按：本文来自微信公众号“物联网智库”（ID:iot101），作者：彭昭（物联网智库创始人&云和资本合伙人），36氪经授权发布。 在3月22到26日，TinyML ...

While machine-learning (ML) development activity most visibly focuses on high-power solutions in the cloud or medium-powered solutions at the edge, there is another collection of activity aimed at ...