| 书目名称 | Computer Vision with Maker Tech |
| 副标题 | Detecting People Wit |
| 编辑 | Fabio Manganiello |
| 视频video | http://file.papertrans.cn/235/234093/234093.mp4 |
| 概述 | Harness the power of machine learning for IoT applications.Build a Computer Vision system with low-cost Maker hardware.Gain a foothold in the advancing realm of machine learning |
| 图书封面 |  |
| 描述 | .Harness the untapped potential of combining a decentralized Internet of Things (IoT) with the ability to make predictions on real-world fuzzy data. This book covers the theory behind machine learning models and shows you how to program and assemble a voice-controlled security..You’ll learn the differences between supervised and unsupervised learning and how the nuts-and-bolts of a neural network actually work. You’ll also learn to identify and measure the metrics that tell how well your classifier is doing. An overview of other types of machine learning techniques, such as genetic algorithms, reinforcement learning, support vector machines, and anomaly detectors will get you up and running with a familiarity of basic machine learning concepts. Chapters focus on the best practices to build models that can actually scale and are flexible enough to be embedded in multiple applications and easily reusable..With those concepts covered, you’ll dive into the tools for setting up a network to collect and process the data points to be fed to our models by using some of the ubiquitous and cheap pieces of hardware that make up today‘s home automation and IoT industry, such as the RaspberryPi |
| 出版日期 | Book 2021 |
| 关键词 | machine learning; computer vision; Raspberry Pi; Arduino; ESP8266; GPIO; voice assistant; Jupyter; TensorFlo |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-1-4842-6821-6 |
| isbn_softcover | 978-1-4842-6820-9 |
| isbn_ebook | 978-1-4842-6821-6 |
| copyright | Fabio Manganiello 2021 |
|Archiver|手机版|小黑屋|
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