你能想象到现在全球数十亿个物理设备正连接到互联网吗?在越来越科技化的今天，我们与“物”的连更为紧密。在日常生活中，有着越来越多的电子设备为我们提供更加便捷的生活方式，这些设备包括且不限于日常生活家电、工业设备等。过去出现在科幻小说和电影的一些情节已经成为了现实: 起床后智能家居开始工作，窗帘自动拉开，温度自动调控，早餐已经为你做好，而要去上班的自动驾驶汽车，已停在楼下等候。 

Billions of physical devices around the world are now connected to the Internet. In today's increasingly technologically advanced world, we are more closely connected with "things" and in our daily lives, more and more electronic devices provide us with a more convenient lifestyle.  These devices include but are not limited to daily household appliances and industrial equipment. Smart home tools start to work when you wake up, curtains are automatically opened, the temperature is even automatically adjusted, breakfast has been prepared for you, and the self-driving car is also waiting for you at the door. 

物联网可能释放的潜在经济价值巨大且不断增长。据估计，到 2030 年（Mckinsey，IoT 的潜在经济价值），包括消费者和消费者通过 IoT 产品和服务获得的价值，IoT 有望为全球创造 5.5 万亿至 12.6 万亿美元的价值。

The potential economic value that the Internet of Things (IoT) may release is huge and growing.  In the report, The Potential Economic Value of IoT, by McKinsey, it is estimated that by 2030, including the value that consumers and consumers obtain through IoT products and services, IoT is expected to create a value of USD 5.5 trillion to USD 12.6 trillion globally.

在此，Ladies Who Tech携手微软Azure和矽递科技，诚意邀请您参加，共同探索物联网方案在行业场景中的各类应用，以及掌握快速构建物联网解决方案的思路与方法。研讨会将结合产品理论与动手实践，在半天的研讨分享与实践中，您将全面了解:

Ladies Who Tech together with Microsoft Azure, Seeed Studio, and industry entrepreneurs invite you to explore AI and IoT on Saturday, January 8, 2022. We will be discussing about the industry's future development prospects, market trends, industry landings, and technological innovations. We will also bring you three workshops!  Through these workshops and discussions, we will learn about various applications of IoT solutions in industry scenarios and master the ideas and methods for quickly building IoT solutions.  Here are some key takeaways:

微软宣布推出桌面应用程序Lobe，该应用程序旨在训练人工智能(AI)和机器学习(ML)模型而无需编写任何代码。Lobe是免费的应用程序，可以在Windows和Mac计算机上下载。该应用程序希望促进用户对AI和机器学习技术的采用。对于没有嵌入式和编程基础的人，Lobe是理想的选择。您可以将图像导入Lobe并标记它们以创建机器学习数据集。它将自行选择正确的机器学习架构。您无需任何复杂的设置或配置即可开始训练AI和ML模型。您可以根据实时视觉结果评估模型的优势和劣势。

Lobe.ai is an Automl tool.  That means that you can make AI without coding. In Lobe's case, they work with image classification only.  So, in short, you give Lobe a set of images with labels and Lobe will automatically find the most optimal model to classify the images.  Lobe is also acquired by Microsoft.

只需拖放模块、获取数据、训练和部署模型。使用 Codecraft 图形编程和 Wio Terminal时，嵌入式机器学习对初学者来说变得更加容易和容易上手。除了介绍，我们还会一步步使用Codecraft来完成一个应用。我们希望这个工作坊能够激发更多的初学者和开发人员在未来构建更多有趣的 TinyML 应用程序。

Simply drag-and-drop blocks, acquire data, train, and deploy models.  Embedded machine learning becomes much easier and accessible to beginners when using Codecraft graphical programming and Wio Terminal.  Besides the introduction, we will also use Codecraft to complete an application step by step.  We hope the workshop can aspire more developers to build more interesting TinyML applications in the future.

Edge Impulse 旨在将嵌入式工程师日常使用的工具完美地集成在一起，以提供将机器学习整合到项目中的高级接口。Edge Impulse 可利用TensorFlow 生态系统进行训练和优化，并将深度学习模型部署到嵌入式设备上。借助Edge Impulse ，开发人员可以快速开发和部署工业、制造、资产跟踪和健康应用程序的传感器、音频和计算机视觉应用程序。英伟达 Jetson上的Edge Impulse Linux体验使实时数据收集能够在几分钟内完全优化ML部署。

Edge Impulse for Linux makes it simple for developers and companies to integrate ML workloads into their NVIDIA-based designs, putting intelligent products into the hands of millions of users worldwide.  Edge Impulse now supports the optimized deployment of ML across the entire Arm and NVIDIA spectrum of edge compute from Cortex-M0+ to NVIDIA Jetson.

With Edge Impulse, developers can rapidly develop and deploy sensor, audio, and computer vision applications for industrial, manufacturing, asset tracking and health applications.  The Edge Impulse Linux experience on NVIDIA Jetson enables live data collection to fully optimized ML deployment in just minutes.  With automated data sampling, low-code access to leading algorithms, testing and deployment, Edge Impulse will improve the daily activities across a slew of industrial workloads, helping machines learn from mistakes, recover from failures, with less downtime and better output.

微软 Azure

IoT物联网平台由一系列Azure托管的PaaS服务构成，同时提供安全防护、设备操作系统和边缘计算软件，用于连接、监控和管理十亿的规模级的IoT资产。微软Azure IoT拥有业界最全面的服务和技术能力来赋能客户的物联网应用，提供完整的从设备、边缘侧和云上的解决方案。

The Azure Internet of Things (IoT) is a collection of Microsoft-managed cloud services that connect, monitor and control billions of IoT assets.  In simpler terms, an IoT solution is made up of one or more IoT devices that communicate with one or more back-end services hosted in the cloud.  Azure IoT Central is highly secure, scales with your business as it grows, ensures your investments are repeatable, and integrates with your existing business apps.  Azure IoT Central accelerates the creation of IoT solutions, and reduces the burden and cost of IoT management, operations, and development.

矽递科技 Seeed Enables Your Hardware Innovation Needs

矽递科技致力于成为全球最值得信赖的硬件服务平台，总部位于硬件之都深圳，在美国、日本和欧洲设有子公司。自2008年成立至今，矽递科技与芯片、云计算行业一流公司密切合作，开发从智能感知、物联网到边缘计算的3000多款开源硬件基础模组，通过全球超过200家渠道生态伙伴服务全球百万开发者，成为全球前三大的开源硬件供应商。矽递科技持续整合深圳及全球供应链资源，采用“开源硬件+敏捷制造”模式，助力信息技术成果快速落地孵化，通过各行各业的科技创新者升级传统产业。目前公司每月服务上百个各阶段项目，帮助大量的创业团队及微软，施耐德，沃尔玛等行业头部企业的创新部门推动数字化变革。

Seeed has been serving the global developer community since 2008, by providing open technology and agile manufacturing services, with the mission to make hardware more accessible and lower the threshold for hardware innovation.  With Shenzhen’s vast resources, and trusted technology and distribution partners around the world, Seeed strives to be the most integrated platform for creating hardware solutions for IoT, edge AI applications.