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Big Data Architect???s Handbook

You're reading from Big Data Architect???s Handbook A guide to building proficiency in tools and systems used by leading big data experts

Product type Paperback

Published in Jun 2018

Publisher Packt

ISBN-13 9781788835824

Length 486 pages

Edition 1st Edition

Languages

Java

Tools

Hadoop

Concepts

Big Data

Author (1):

Syed Muhammad Fahad Akhtar

View More author details

Table of Contents (21) Chapters

Preface

1. Why Big Data? FREE CHAPTER

2. Big Data Environment Setup

3. Hadoop Ecosystem

4. NoSQL Database

5. Off-the-Shelf Commercial Tools

6. Containerization

7. Network Infrastructure

8. Cloud Infrastructure

9. Security and Monitoring

10. Frontend Architecture

11. Backend Architecture

12. Machine Learning

13. Artificial Intelligence

14. Elasticsearch

15. Structured Data

16. Unstructured Data

17. Data Visualization

18. Financial Trading System

19. Retail Recommendation System

20. Other Books You May Enjoy

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Object detection using YOLO

YOLO stands for you only look once. It's an object detection API. It uses a convolutional neural network to detect objects in an image. In the traditional detection system, it applies a model into different parts of the captured image to detect whether the same model is present. YOLO uses a neural network for this purpose. It divides an image into chunks and then applies edge detection to identify the object and calculate the probability of having an object in that region. It then picks up from there and detects the object from within its pre-trained data.

Let's get our hands dirty with YOLO by starting with its installation process.

Installation

The full code base of YOLO is available in the GitHub repository for everyone to download. It is allowed to be used by everyone freely. To clone the git repository, make sure that git is installed on your computer. Issue the following command to install git:

$ sudo apt-get install git

This command will install git on your...

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Authors (1)

Akhtar

Akhtar

Syed Muhammad Fahad Akhtar has 12+ years of industry experience in analysis, designing, developing, integrating, and managing large applications in different industries. He has vast exposure of working in UAE, Pakistan, and Malaysia and is currently working in ASIT Solutions as a solution architect. He received his masters from Torrens University, Australia, and bachelor of science in computer engineering from National University of Computer and Emerging Sciences (FAST), Pakistan.

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