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Computer Vision with Maker Tech: Detecting People with a Raspberry Pi, a Thermal
US $59.99
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Located in: Milwaukee, Wisconsin, United States
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Estimated between Sat, Jun 29 and Mon, Jul 1 to 43230
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eBay item number:126477593245
Item specifics
- Condition
- Book Title
- Apress
- ISBN
- 9781484268209
- Subject Area
- Computers
- Publication Name
- Computer Vision with Maker Tech : Detecting People with a Raspberry Pi, a Thermal Camera, and Machine Learning
- Publisher
- Apress L. P.
- Item Length
- 9.3 in
- Subject
- Hardware / General
- Publication Year
- 2021
- Type
- Textbook
- Format
- Trade Paperback
- Language
- English
- Item Weight
- 16 Oz
- Item Width
- 6.1 in
- Number of Pages
- Xiii, 234 Pages
About this product
Product Information
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, Arduino, ESP8266, etc. Finally, you'll put things together and work through a couple of practical examples. You'll deploy models for detecting the presence of people in your house, and anomaly detectors that inform you if some sensors have measured something unusual. And you'll add a voice assistant that uses your own model to recognize your voice. What You'll Learn Develop a voice assistant to control your IoT devices Implement Computer Vision to detect changes in an environment Go beyond simple projects to also gain a grounding machine learning in general See how IoT can become "smarter" with the inception of machine learning techniques Build machine learning models using TensorFlow and OpenCV Who This Book Is For Makers and amateur programmers interested in taking simple IoT projects to the next level using TensorFlow and machine learning. Also more advanced programmers wanting an easy on ramp to machine learning concepts.
Product Identifiers
Publisher
Apress L. P.
ISBN-10
1484268202
ISBN-13
9781484268209
eBay Product ID (ePID)
9050392222
Product Key Features
Number of Pages
Xiii, 234 Pages
Language
English
Publication Name
Computer Vision with Maker Tech : Detecting People with a Raspberry Pi, a Thermal Camera, and Machine Learning
Publication Year
2021
Subject
Hardware / General
Type
Textbook
Subject Area
Computers
Format
Trade Paperback
Dimensions
Item Weight
16 Oz
Item Length
9.3 in
Item Width
6.1 in
Additional Product Features
Number of Volumes
1 Vol.
Illustrated
Yes
Lc Classification Number
Ts171.57
Table of Content
Chapter 1: Introduction to Machine Learning.- Chapter 2: Neural Networks.- Chapter 3: Computer Vision on Raspberry Pi.
Copyright Date
2021
Item description from the seller
Seller assumes all responsibility for this listing.
eBay item number:126477593245
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Item location:
Milwaukee, Wisconsin, United States
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United States
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Barbados, French Guiana, French Polynesia, Guadeloupe, Libya, Martinique, New Caledonia, Reunion, Russian Federation, Ukraine, Venezuela
| Shipping and handling | To | Service | Delivery*See Delivery notes |
|---|---|---|---|
| US $9.95 | United States | Economy Shipping | Estimated between Sat, Jun 29 and Mon, Jul 1 to 43230 |
| Handling time |
|---|
| Will usually ship within 3 business days of receiving cleared payment. |
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| After receiving the item, contact seller within | Refund will be given as | Return shipping |
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| 30 days | Money Back | Seller pays for return shipping |
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