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Analytics Insight presents the Top 5 Computer Vision Books for everyone What is Computer Vision?Computer vision is a field of artificial intelligence (AI) that enables computers and systems to derive meaningful information from digital images, videos, and other visual inputs — and take actions or make recommendations based on that information. If AI enables computers to think, computer vision enables them to see, observe and understand. Computer vision trains machines to perform these functions, but it has to do it in much less time with cameras, data, and algorithms rather than retinas, optic nerves, and the visual cortex. Because a system trained to inspect products or watch a production asset can analyze thousands of products or processes a minute, noticing imperceptible defects or issues, it can quickly surpass human capabilities. It is used in industries ranging from energy and utilities to manufacturing and automotive – and the market is continuing to grow. It is expected to reach USD 48.6 billion by 2023.
How Does it Work?Computer vision needs lots of data. It runs analyses of data over and over until it discerns distinctions and ultimately recognizes images. For example, to train a computer to recognize automobile tires, it needs to be fed vast quantities of tire images and tire-related items to learn the differences and recognize a tire, especially one with no defects. Two essential technologies are used to accomplish this: a type of machine learning called deep learning and a convolutional neural network (CNN). Machine learning uses algorithmic models that enable a computer to teach itself about the context of visual data. If enough data is fed through the model, the computer will “look” at the data and teach itself to tell one image from another. Algorithms enable the machine to learn by itself, rather than someone programming it to recognize an image. Now that you got a brief on what computer vision is and how does it work; lets now have an insight on the Top 5 Computer Vision Books Everyone Must Read
1.Computer Vision: Algorithms and ApplicationsAuthor: Richard Szeliski. Date of publication: 2010. This authoritative textbook is ideal for an upper-level undergraduate or graduate-level course in engineering or computer sciences. It encompasses a wide range of techniques used to analyze and interpret images. In addition, it covers several related and complementary disciplines such as statistics, linear algebra, etc. for a comprehensive preparation in computer vision. You can also practice with the exercises at the end of the chapters. Finally, the book also provides a concrete perspective on real-life applications of the technology.
2.Programming Computer Vision with PythonAuthor: Jan Erik Solem. Date of publication: 2012. Solem’s book is particularly suitable for students and researchers as well as for those with basic programming and mathematical skills and a strong passion for computer vision. Indeed, it thoroughly covers the main theory and algorithms in computer vision, supporting the learning experience with exercises and access to the well-known OpenCV library. The latter is presented with an interface written in Python. Far from being too distant from reality, the book illustrates code samples and the major computer vision applications.
3.Computer Vision: A Modern ApproachAuthor: David A. Forsyth. Date of publication: 2011. A classic textbook in computer vision for upper-level undergraduate or graduate-level courses in engineering or computer sciences. Though published in 2011, it still provides the most comprehensive account of computer vision theory and methods.
4.Learn Computer Vision Using OpenCV: With Deep Learning CNNs and RNNsAuthor: Sunila Gollapudi. Date of publication: 2023. This recently published book is addressed to people with a basic understanding of machine learning and Python. It covers the field of computer vision and, more specifically, image and object detection, tracking, and motion analysis. Readers can build their own applications using the OpenCV library with Python and experiment with deep learning models with both CNN and RNN. A good way to understand computer vision and how this cutting-edge technology works.
5.Computer Vision: Advanced Techniques and ApplicationsAuthor: Steve Holden. Date of publication: 2023.
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Top 10 Computer Vision Startups In 2023
We use our eyes and brains to see, visualize and understand the world around us. Technology has enabled computers to give a similar, if not better, capability. Computer Vision empowers a machine or computer to obtain data and information from images or multi-dimensional data sources to transform them into valuable insights. Computer vision is the automatic extraction, analysis and understanding of useful information derived from data sources extracted from a single image or a sequence of images. It is the theory and technology for developing artificial systems that obtain information from images or multi-dimensional data. Computer Vision is increasingly been deployed to new age applications like face recognition, gesture analysis, medical image analysis, pollution monitoring, security and surveillance among other tech-powered uses. Let’s take a closer look at the top 10 computer vision startups that will make a disruptive change in the time to come.
Based in China, SenseTime develops face recognition technology which can be applied to payment and picture analysis, deployed in many uses like bank card verification and security systems. Its products and services include Face Recognition Device, Face Recognition server, and Mobile Image Processing solutions offering lead AI solutions to power the future. The products and solutions offered by SenseTime are applied to Intelligent Security, Internet Entertainment, Intelligent Finance, Remote Sensing cases.
Megvii from China develops Face++ Cognitive Services which is a platform offering computer vision technologies enabling applications to read and understand the world better. Face++ allows its users to add leading, deep learning-based image analysis recognition technologies into applications, with simple and powerful APIs and SDKs.
Founded in 2023, with headquarters in Palo Alto, and offices in Dublin and Tokyo, Nauto is an AI technology company improving the safety of commercial and autonomous fleets. Nauto helps fleets achieve zero traffic collisions by enabling safer and smarter driving solutions. Nauto’s intelligent driver safety system assesses how drivers interact with their vehicles and the road ahead to reduce distracted driving to prevent collisions.
Hawk-Eye operating from the UK, Germany, Italy, US, Australia, UAE, and China, is a leading innovator in sports technology. Hawk-Eye was first used as a broadcast tool to analyze cricket decisions, the platform supports 20 sports annually covering 20,000 games and events across 500+ stadiums happening in 90 countries. Hawk-Eye, a part of Sony has developed an edge in vision processing technology in the sports domain which enables it to track balls to mm accuracy and players and cars. Hawk-Eye Innovations vision processing technology coupled with an intelligent IT backed video replay, distribution software and creative graphics platform powers a number of products and services bring a new sports revolution.
Founded in 2010, with headquarters in Jerusalem Israel, OrCam empowers blind and partially sighted people live their lives with a high degree of independence through its OrCam MyEye2 which can recognize simple hand gestures and helps its user to read any printed or digital text, identify faces, products real-time, detect money notes for easier payments, detect color for easy shopping experience. OrCam’s another product is OrCam MyReader2 offering sophisticated AI assistive reading device.
Founded in Israel in 2014, Airobotics provides an end-to-end, fully automatic solution for collecting aerial data and gaining invaluable insights. The startup serves Mining, Sea Ports, Oil & Gas and Industrial facilities for Inspection, Stockpile management, Haul road optimization, Surveying & Mapping, Tailings dams and Security & Emergency response. Additionally, from Petah Tikva Israel, the startup has offices in Arizona, US, and Kardinya, Western Australia.
Zebra Medical Vision is a path-breaking computer vision startup from Israel providing radiologists with the tools they need for the highest degree of medical care. Zebra Medical Vision significantly enhances the capabilities of radiologists; where providers use Zebra to alert them of patients at high risk of cardiovascular, lung, bone and other diseases. Zebra Medical Vision’s health providers manage the ever-increasing workload without compromising quality where scans cost a flat $1.
The 11 Best Seo Books You Should Read
What was the last book you read? If you are seeking additional information about SEO and search engines, there are many books to choose from to broaden your knowledge.
In this article, we have included some of the most popular books on search engine optimization, link building, local search, and search engines by well-known SEO experts.
We have also included some more recent books to help you discover new tactics for your search marketing campaigns.
Enjoy, and happy reading!
Books On Search Engine Optimization 1. SEO For Beginners: An Introduction To SEO BasicsThis is a shameless plug for Search Engine Journal’s beginner’s guide to SEO.
SEO for Beginners is a large ebook where you will learn the basics of how SEO works and why it’s so important.
It really is one of the best books available if you want an introductory-level book on SEO.
Topics include:
Why Links Are Important to SEO.
20 Years of SEO: A Brief History of Search Engine Optimization.
How to Spot SEO Myths: 20 Common SEO Myths, Debunked.
202 Top SEO Experts You Should Be Following.
…and much more.
Expert Authors Include:
Loren Baker.
Julie Joyce.
Ryan Jones.
Danny Goodwin.
Dave Davies.
Brian Harnish.
Stoney deGeyter.
Dan Taylor.
Anna Crowe.
Benj Arriola.
Tylor Hermanson.
Julia McCoy.
Jeremy Knauff.
Helen Pollitt.
Brock Murray.
You can download your guide here.
2. Entity SEO: Moving from Strings to ThingsBy Dixon Jones, CEO of InLinks
In his new release, Dixon Jones promises to “break down the mystique and present Entity SEO and Semantic Search ideas in an easy-to-digest format.”
Entity SEO: Moving Search From Strings To Things explains the Knowledge Graph, the evolution of semantic search, how to become an entity in alignment with your niche, and more.
You’ll learn different semantic SEO strategies, how to add relevant structured mark-up to your content, what it takes to earn a Wikipedia listing (and what to do if you can’t get one), and how to build and view your internal link graph, among other skills and ideas.
If you’re looking to gain clarity on what entity SEO is all about and how it should be incorporated into your marketing strategy, this guide may help.
3. The Art Of SEO: Mastering Search Engine Optimizationby Eric Enge of Stone Temple Consulting, Stephan Spencer, and Jessie C. Stricchiola
Eric talks about the search engine basics: their history, how they evaluate content, and how you can understand what search engines see when they spider content.
You will also gain a solid education in the areas of SEO planning, the stages of SEO implementations, keyword research, SEO-friendly website development, content marketing, social media, and its role in SEO.
You will also find updated information on the latest algorithmic factors to consider like Panda, Penguin, and search engine penalties.
For one of the best in-depth educational books on SEO in our increasingly complex and ever-evolving industry, Eric’s book should be a staple of any SEO library.
4. The Psychology Of A Website: Mastering Cognitive Biases, Conversion Triggers And Modern SEO To Achieve Massive Resultsby Matthew Capala
This is his fourth book on digital marketing, following up beginners guides on SEO, keyword research, and Facebook.
5. The Best Damn Website & Ecommerce Marketing And Optimization Guide, PeriodThis is more of a recent release from none other than Stoney DeGeyter. He has been in the SEO industry for longer than I can remember.
I’m pretty sure I’ve been following him for the better part of a decade (at least).
In this book, he discusses all the basics while ensuring that you have a strong foundation for moving forward. Everything from keyword research, to meta tags, and optimizing your heading tags.
6. Ecommerce SEO Mastery: 10 Huge SEO Wins For Any Online StoreIf you’re not familiar with Kristina Azarenko, you should be. She is an SEO who is already well-known and she’s shaking up the industry with her knowledge. From online courses to proprietary Google Chrome extensions, she does it all.
Her latest book is also no exception. If you’re looking for a book that will give you insight into the latest and greatest ecommerce SEO techniques, this is it.
7. Product-Led SEO: The Why Behind Building Your Organic Growth Strategyby Eli Schwartz
Eli Schwartz is an SEO consultant with over a decade of experience helping brands like Shutterstock, WordPress, Blue Nile, Quora, and Zendesk with their SEO strategies.
Instead of focusing on step-by-step techniques, Product-Led SEO focuses on the logic and theory behind SEO. Find out how to not only drive traffic with organic search but also sales.
Books On Link Building 8. The Link Building Bookby Paddy Moogan
Paddy Moogan is a well-known link-building professional. He is responsible for writing one of the most comprehensive works of writing on link building I’ve ever seen.
From the basics to the history of link building, to planning and executing link building campaigns, to a wide variety of techniques to add to your link building arsenal, Moogan dives deep into a plethora of exciting techniques you can acquire.
While this book was written in 2013, it was updated in 2023 and uploaded online, and is available for free.
Books On Local SEO 9. Local SEO Secrets: 20 Local SEO Strategies You Should be Using NOWby Roger Bryan
Do you have a local business? If so, then you need local search engine optimization to increase visibility with customers in your area. In Local SEO Secrets, you will learn 20 local SEO strategies that you can use to drive more local traffic to your business.
Topics covered include Google My Business (GMB), Optimizing eCommerce Product Pages, Ways PR Can Help Your SEO Campaign, and Google Local Services Ads (LSA).
Books On Search Engines 10. How Google Worksby Eric Schmidt and Jonathan Rosenberg
Google executives Eric Schmidt, former Chairman/CEO of Google, and Jonathan Rosenberg, former SVP of Products, discuss the lessons they learned while building the world’s leading search engine. Topics covered include corporate culture, strategy, talent, decision-making, communication, innovation, and dealing with disruption.
While this book may not explicitly tell you how Google search works, it will give you insight into the people and leadership behind Google.
11. Entity-Oriented Searchby Krisztian Balog
For those who want to dive into the deeper, technical details of search engines, there is Entity-Oriented Search.
Author Krisztian Balog is a Professor of Computer Science at University of Stavanger and staff research scientist at Google AI.
“A general background in information retrieval is sufficient to follow the material, including an understanding of basic probability and statistics concepts as well as a basic knowledge of machine learning concepts and supervised learning algorithms.”
More SEO & Marketing Books Worth Your Time:
Utilisation Of Iot And Computer Vision In Public Sector
Utilizing IoT for activities, for example, predictive maintenance and resource management alone has the potential monetary impact of $4 trillion to $11 trillion by 2025. Out of the 8.4 billion devices everywhere throughout the world, just 1% are connected. Every year, the government loses 99% of the opportunity to be progressively productive, improve public security, diminish operational expenses and improve citizen participation. At that point, comes the Internet of Things (IoT). IoT allows the public area to significantly change services through information, analytics, and automation. In basic terms, the Internet of Things alludes to any object connected with the internet enabling it to consistently send and get information. Once networked on the web, information can be effectively removed and analyzed, all that could possibly be needed to alter the public sector’s method for giving citizen services. Having IoT at the center of government services can make way to more noteworthy wellbeing, strategic traffic management, proficient travel, and smart public infrastructures. The vision of Smart Cities – towns that harness information from natives, mobile applications, government frameworks, and other third-party applications and databases to settle on smart and automated choices is a definitive objective. The IoT is the most symbolic portrayal—if not one of the chief causes—of the heterogeneous datasphere that is scaled horizontally to downpour companies with plenty of sources, data structures, and organizations. As indicated by Ravi Shankar, chief marketing officer at Denodo, “We began with the databases, presently we have ventured into unstructured sources like streaming information coming in, and afterwards, we went into Hadoop NoSQL data repositories. At that point came the cloud. Presently it’s the Internet of Things where the gadgets are creating a lot of information.” IoT moved the data ecosystem from internal to external data sources, a considerable lot of which are delivering an excessive amount of data, too rapidly, for people to adequately follow up on. IoT sensors introduced in buildings, streets, bridges and energy grids can help screen public safety. With misfortunes in earthquakes, out of control fires and tropical storms cost $306 billion everywhere throughout the world, it is critical for the legislature to begin putting resources into IoT. Brilliant sensors can without much of a stretch screen information from the streets and bridges, organizing preventive maintenance and fixes. Data analytics can likewise help assess the structural integrity of structures at the event of a storm or quake. Using machine learning, different IoT datasets can help foresee catastrophes and recognize the most secure evacuation routes and organizing territories. Anomaly detection offers another apt case of the ability to build mission adequacy and business value, separately, for general society and private sectors by utilizing computer vision with the IoT. As Shankar said the gravity of data has consistently been at the edges. This statement intensifies for IoT use cases in which sources are external to conventional enterprise perimeter security, increasing their weakness. Companies can prepare computer vision models to perceive business as usual for all intents and purposes any object, from static pictures of the mind in healthcare to videos of enormous public spaces in law authorization. Therefore, if a variation happens in those pictures, suitable experts can manage it. In the same way as other governments around the globe, the UK government has found a way to use the power of IoT to improve economic development and gain a better comprehension of the general population and better serve its residents.
Top 5 Android Desktop Managers To Manage Your Phone From Computer
Android is the most widely used mobile operating systems in the world and one of the major reason behind it, is that its flexible and open nature, which makes sure that plays well with almost all platforms. For instance, the Android devices can communicate easily with Macs and PCs around you, therefore making things easier, as you can sync data from your Android smartphone to your PC and carry your work with you. However, if you’d like to manage your Android device from your PC or Mac, or share all types of files, it’s not natively possible. That’s where Android Desktop Managers come into play.
1. MoboRoboWhile the application is free, it will give you app recommendations from time to time. Also, at the time of installation, make sure that you don’t install any third party apps, which come packed with the installer.
Download (Windows)
2. MoboGenieMoboGenie is yet another free Android desktop manager which lets you download apps, manage files and keep your phone up to date. The manager automatically scans your phone and deletes junk files and resources. Getting new content directly from the computer to your device is the primary focus of this desktop manager. MoboGenie supports managing your device over WiFi and it’s obviously easier than using the data cable.
MoboGenie also lets you manage contacts, messages, apps and almost anything in the device. Like MoboRobo, you can create a complete backup of the device and restore it to any Android device at a later date with MoboGenie.
Download (Windows)
3. MyPhoneExplorerThe application also syncs contacts and calendar to Outlook, which can be helpful if you have a corporate phone and need to keep the phone in sync with the PC all the time. The only downside of MyPhoneExplorer is that it’s very basic with a 5-year-old outdated UI. But if you can work with that, I would really recommend it as a free alternative to the above two.
Download (Windows)
4. AirDroidLet’s now take a look at the top paid Android desktop managers, starting with AirDroid. AirDroid started as a free file transfer app between PC and Android over WiFi but has come to a great distance from where it started to become a full-fledged wireless desktop manager for Android. You will have to create an online account before you can work on AirDroid. Once you have created an account and installed AirDroid on your phone as well, you can control the messages, get notifications, share files, manage apps, calls, contacts and almost everything from the software or the web client.
The free version of the app is limited when it comes to file size of the transfers and daily transfer quota. The paid version removes all the restriction for just $1.99 per month. Also, you can manage your Android device wirelessly, as it supports WiFi connections.
The best part about the app is that it works on all the platforms because it is available as a web client and Chrome extension. However, if you want a full-fledged solution, you should download the full-blown software for Windows and macOS.
Download (Android, macOS, Windows, Chrome, Web)
5. Wondershare MobileGo for AndroidDownload (Windows, macOS)
Ready to manage your Android smartphone from your PC or Mac?
Top 10 Business Finance Books (Updated 2023)
Best Books to Learn Business Finance
Business finance books provide strategies for finding funding and making money. These books intend to provide capital for projects, boost earnings, and aid in the long-term financial performance of organizations.
The list of business finance books aids readers at all levels of expertise in their understanding of Business Finance. Beginners can use this as a starting point, and professionals with more expertise can use it as a reference guide. These deal with funding, debt management, profit, return on investment, trade, and valuation.
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Let us discuss each business finance book in detail, outlining their reviews and key points.
Book #1: Valuation: Measuring and Managing the Value of CompaniesBuy this book here.
Review:The book explains how to appropriately assess a company while considering variables like taxes, inflation, running and non-operating expenditures, and retirement. It thoroughly explains how to determine a company’s value and get the best returns on investment. It also describes situations and exceptions, like emerging markets and fast-growing businesses.
Key Points:
How to create value, predict and assess performance, and strategic investment & management
A description of the valuation complexities, tactics, and procedures
Information on both fundamental and cutting-edge management practices.
Book #2: The Alchemy of FinanceAuthor: George Soros
Buy this book here.
Review:The Alchemy of Finance is the written wisdom of renowned investor George Soros. The book offers a framework for financial decision-making and explains Soros’s trading and investment methods. While later chapters predict future trends, earlier chapters examine economics via a historical lens. Although the book’s economic experiment occurred in the 1980s, the lessons learned, and market insights still apply today.
Key Points:
The book discusses economics and reflexivity, the human uncertainty principle, and power relationships.
The multi-billionaire investor offers a new perspective on economic behavior by outlining how the actions of financial actors impact market activity.
It contains unique investment techniques, including the “theory of reflexivity,” which forms their basis.
Book #3: The Personal MBA: Master the Art of BusinessAuthor: Josh Kaufman
Buy this book here.
Review:This book is one of the best books on business finance for beginners. The main point made by the author is that becoming a business expert can be achieved without going to business school. It discusses a variety of MBA programs and has a sizable section on finance that provides a thorough overview of the best ways to make money. It also explains market analysis.
Before launching a new business, one should conduct research, especially if one intends to invest all of their assets. The book serves as a crash course in company operations and is a guide to making businesses profitable and effective.
Key Points:
It explains the Iron Law of the Market, which discusses why firms work according to the size and caliber of the market it services
The book also teaches complementary subjects such as valuation, sales, and improving systems.
It also states how and why adding value for your clients is necessary through the 12 Standard Forms of Value.
It explains cash flow, income statements, purchasing power, lifetime value, pricing, and funding.
Book #4: Profit First: Transform Your Business from a Cash-Eating Monster to a Money-Making MachineAuthor: Mike Michalowicz
Buy this book here.
Review: Key Points:
It lays out the realistic actions business owners can take to improve their bank balances.
These summaries suggest a new strategy that ensures ongoing profitability
It guides how to expand businesses and start making money by creating a routine for handling finances.
Book #5: How Finance Works: The HBR Guide to Thinking Smart About the NumbersBuy this book here.
Review:According to Desai, to achieve professionally, a person must make sensible financial decisions and develop the confidence to defend those decisions to others. The book serves as a primer for the field of financial systems. The manual examines how wise leaders make financial decisions and touches on capital allocation. It simplifies complex ideas into brief explanations for beginners’ easy understanding. However, experienced experts can benefit from it.
Key Points:
The book covers essential concepts such as valuation, financial analysis, capital markets, etc.
The book demystifies finance while guiding readers through its intricate but inexhaustibly fascinating realm.
It covers concepts that teach the skills to comprehend finance functions through exciting case studies, interactive exercises, full-color images, etc.
Book #6: The Intelligent InvestorAuthor: Benjamin Graham
Buy this book here.
Review: Key Points:
The book guides through various stock market policies like portfolio, dividend, EPS, security analysis, etc.
It uses case studies to explore the historical background of the stock market.
It lays out formulas for reducing risk and achieving better returns.
Book #7: Accounting for the Numberphobic: A Survival Guide for Small Business OwnersAuthor: Dawn Fotopulos
Buy this book here.
Review:Accounting for the Numberphobic is primarily for business owners with no accounting knowledge. This manual teaches business owners to overcome their fear of doing the math and interpreting the data.
Key Points:
It illustrates using financial statements, ledgers, and profit and loss statements.
Increasing your profits is based on your Net Income Statement
Determine when your company is self-sustaining and how to measure and improve cash flow
It also explores the connection between the balance sheet and the value of a business.
Book #8: How to Read a Financial Report: Wringing Vital Signs Out of the NumbersAuthor: Tage C. Tracy and John A. Tracy
Buy this book here.
ReviewThe book focuses on the information that financial accounts and reports provide about a company. It clarifies sometimes confusing areas of financial reporting and discusses how organizations can “financially design” operating performance. Ultimately, it provides examples and exhibits to help readers understand financial statements and their use.
Key Points:
It provides thorough, detailed instructions for assessing financial information and reading and understanding financial reports.
The book illustrates every aspect of financial reports like income, taxes, cashflows, and others.
It contains several examples and explanations of various financial reporting and analytical tools.
Book #9:The Little Book of Common Sense Investing: The Only Way to Guarantee Your Fair Share of Stock Market ReturnsAuthor: John C. Bogle
Buy this book here.
Review: Key Points:
This guide explores the nuances of index funds and shows readers how to build a strong and stable portfolio that accumulates wealth.
It shows how to create a broadly diversified, inexpensive portfolio without taking risks for picking particular stocks, managers, or switching sectors.
The book tells of setting realistic expectations for stock returns. It is essential to recognize that stock returns come from three factors: dividend yield, income growth, and changes in market valuation.
Book #10: Warren Buffett and the Interpretation of Financial Statements: The Search for the Company with a Durable Competitive AdvantageAuthor: Mary Buffett and David Clark
Buy this book here.
Review:The book thoroughly examines the writer’s investment philosophies and tactics. It highlights Buffett’s knowledge of maximum business debt, the impact of R&D on profits, etc. It also explains the profitable use of financial statements to make good investment decisions.
Key Points:
The guide offers a step-by-step breakdown of examining investment statements and deciding on a company’s worth.
It explores Buffett’s tried-and-true dos and don’ts by reading an income statement and balance sheet.
The book additionally discloses how much debt a company can hold before it becomes too risky to touch.
It also includes Buffett’s profitability statements and calculations to recognize the business with a resilient, competitive edge.
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