The 6 Computer Vision Techniques That Will Change How You See The World

The 6 Computer Vision Techniques That Will Change How You See The World

Computer Vision is a branch of artificial intelligence. Computer vision involves the automated extraction, analysis, and understanding of useful information from images and videos using computational methods. 

It has many applications in daily life like image recognition, image processing, video processing, etc. This blog post will discuss five computer vision techniques that will change how you see the world.

Face Detection

Face detection is the process of finding faces in images and is a subset of image classification, applying computer vision and machine learning. It is a critical component in facial recognition and other computer vision applications like object tracking, scene understanding, etc.

Facial Recognition

Facial recognition is a type of biometric authentication. It’s used in security systems to identify people, and it’s also integrated into social media platforms like Facebook and Snapchat.

Facial recognition is also a hot topic in the advertising industry. These industries use real-time emotion analysis to help advertisers better understand what kind of ads consumers respond to best.

Image Classification

Image classification is classifying an image into one of several categories. For example, you can build a model that will be able to classify images as “cat,” “dog,” or “bird.” You can then use this model to identify pictures labeled as cats and dogs on the internet.

Image classification is significant for pattern recognition problems and object detection because it allows computers to understand what’s in an image by implementing machine learning techniques.

Semantic Segmentation

It is the task of assigning each pixel in an image to a class. For example, given a picture of a kitchen, semantic segmentation allows you to label every pixel with such information as “ceiling,” “floor,” or “stove.” If that seems easy enough for you, keep in mind that this process is not as simple as it sounds.

Segmentation requires the detection of object boundaries and their classification using machine learning algorithms like neural networks. One popular way to do this is by using convolutional neural networks (CNNs). CNN’s are particularly effective at finding boundaries between objects because they can learn patterns from visual data without prior knowledge. They do this by mapping out where pixels belong relative to one another to make more accurate predictions on what’s happening within the scene getting analyzed.

Object Tracking

Object tracking is the process of automatically following a moving object through a video. It’s useful for surveillance, sports, and other applications.

The two main types of object tracking are active and passive. Active object tracking uses a target-detection algorithm to detect objects that move in front of the camera, while passive object tracking tracks objects by analyzing changes in pixels over time (i.e., motion blur).

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What to Know About Cryptocurrency?

With everything becoming dependent on technology, why not money? Monetary transactions have slowly gone digital too. With this form of digitalization, cryptocurrency was also developed which evolved into a medium of exchange.

Bitcoin became the first cryptocurrency that began back in 2009. Now, businesses are looking towards this exchange medium, with the likes of Elon Musk investing $1.5 billion in Bitcoin. Hence, it would be wise to know what cryptocurrency is and why it has already taken the world by storm.

What is cryptocurrency?

The meaning of cryptocurrency lies in its name itself. It is a kind of digital currency that is encrypted for security purposes. As it is encrypted, it becomes impossible to counterfeit like real money or even hack virtually. It comes in the form of digital coins and tokens that one can buy with real money.

Or, if someone has the expertise in technology, they can ‘mine’ it for themselves via a strong graphics processing unit (GPU).

CryptocurrencyMost of the cryptocurrencies use Blockchain technology, which is decentralized and records transactions among computers. Cryptocurrencies are mainly used for trade finance. People usually use it to buy goods and services for many beneficial reasons.

Different types of cryptocurrencies

Bitcoin is the most popular among all cryptocurrencies and currently, there are at least 18.5 million tokens being used. Besides Bitcoin, there are more than 6,700 kinds of cryptocurrencies being used in the market nowadays. And, some of them are:

Ethereum: Ethereum uses a token named Ether and it mainly promotes free access. But mostly, it is for developers to get rid of middlemen and control their apps.

Litecoin: Litecoin was created in the light of Bitcoin to improve upon it. It is basically the same as Bitcoin other than faster time for transactions and a few more benefits.

Stellar: Stellar’s currency is Lumen and its uniqueness lies in people being able to transact between different countries. Also, huge transactions can be made with little to no hassle.

How to buy cryptocurrencies?

If someone wants to buy some cryptocurrencies for themselves, they will need an app where they can hold the currency like a ‘wallet’. Then, they can create an account and transfer real money to buy cryptocurrencies. Some online brokers are also selling cryptocurrencies. Notably, the exchange rate for cryptocurrencies can fluctuate at any time due to its decentralized nature.

BitcoinFurther, cryptocurrencies are very much transparent. They have zero possibility of being stolen. The transactions can also be quicker and made with minimal transaction fees compared to banks or other financial organizations, which makes trade finance a much easier process.

By and large, cryptocurrencies are a little risky but as online transactions are increasing day by day, their importance is increasing too. One should only go along with purchasing cryptocurrencies with their advantages and risks all in mind.

Why cybersecurity is more important than ever

Why cybersecurity is more important than ever

Cybersecurity can be understood as the practice of protecting computers, mobiles, and other devices from digital attacks. Also referred to as Information Security and Electronic Information Security, it deals with several contexts such as business and mobile computing. It mostly prevents attacks such as extortion and the destruction of sensitive information. This is why the implementation of security procedures goes through several challenges.

The domain can only acquire success if multiple layers of protection are provided across all technological devices. The defense can be created only if people, technology, and systems are strong and well-connected. 

New vulnerabilities are emerging day by day, according to researchers. A society can only function if cyber security training is provided to the professionals, resulting in the prevention of digital assaults.

Here are some of the reasons why cybersecurity is essential:

IoT and Cybersecurity

We are quickly moving to a Smart world where the Internet of Things or IoT is growing. Since IoT works by collecting data and predictive analysis, it has created a world where personal data is kept in the cloud and used to monitor daily activities. If hackers gain entry to these data, they can easily gain access to monitoring records of individuals and breach privacy.

Cloud Storage

Cloud storage is no longer a thing of the future — we have completely integrated cloud storage into our lives. From storing passwords to useful documents and even images, it has become really important to secure specific cloud accounts from breaches. The targeted Apple iCloud hack on celebrity accounts back in 2014 is proof of how important it is for cybersecurity to protect cloud data.

 Computer Illiteracy

Technology is evolving every day and at this current, it has outpaced the level of computer literacy that every person has. If compared with the growth of technology, a majority of the Earth’s population is currently computer-illiterate. Hence, they are more susceptible to cybersecurity attacks. That’s why it has become more important for cybersecurity experts to create a protective cushion to prevent any security breaches.

Tighter Regulations

Nowadays, businesses store a lot of essential customer information that can track customer activity and even draw up a personality profile. Plus, businesses need to keep their security features updated to protect against new forms of cybersecurity attacks. Now, with the General Data Protection Regulation (GDPR) in the EU, which focuses on the protection of data and enforces organizations to put security measures in place, it is quite possible that eventually tighter regulations will be placed on organizations all across the globe.

What Makes Cybersecurity Essential?

Information, both public and private, must be safeguarded by all of us. Cybersecurity enhances that safety for all of us by removing external attacks from digital hackers. Technology in the COVID times is something that is used in every household. Unprotected devices are always noticed by hackers and due to such a lack of attention from our side, it provides them with an easy space to fetch all our information. These include usernames, bank credentials, social security numbers as well as pin codes. 

At a broader level, private businesses, as well as government organizations, face such turmoil. Hacking methods such as Powershell detect files and programs via in-memory exploits. Cybercrime is currently a fight that everyone is present in and cases are increasing day by day. 

This is why cybersecurity is essential because it is used in our everyday work. Its main objective is to prevent unauthorized access and modify necessary data and programs. Hence, you can spot several cybersecurity courses online which suggest the importance of cybersecurity in today’s world.

Conclusion:

Cybersecurity training programs are abundant on digital platforms. However, Imarticus PG Cybersecurity Program will provide you with the best possible teachings from a range of experts. Along with cybersecurity certifications, it will provide you with interview opportunities, extensive preparation with placements as well as an industrial curriculum framework. This course will clear out all your doubts regarding cybersecurity and provide you with irresistible job offers.

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Investment Banking is Not the Same in 2022

Investment Banking is Not the Same in 2022

Despite the black cloud of the COVID variant Omicron and the prospect of a fourth wave, the year 2022 seems to be more exciting. Fresh opportunities were created as a result of the new normal produced by the pandemic. A spirit of resilience has been instilled in the ecosystem by different players, including the Government, RBI, and companies in certain industries. 

The year is opening up new business opportunities for investment bankers as a result of the constant turnaround and recovery of the impacted industries, as well as a higher growth trajectory. Investment banking enthusiasts must have a thorough knowledge of the prospects. The industry has huge opportunities and scope, and a well-structured certificate course to polish your investment banking skills can do wonders for your career graph.

Factors influencing investment banking

Digital Processes

The demand for digitization and online commerce spawned a new set of activities and technological applications in a variety of sectors of the economy. Health, pharmaceuticals, and education have developed as high-demand industries.

Ecosystem

The administration also announced enabling policies and reforms to promote growth in a variety of areas. In the context of investment banking, all ecosystem sectors such as IPOs, mergers, and acquisitions, and private equity picked up steam and enjoyed unprecedented development.

Rehabilitation

The investment banking business experienced a considerable increase in activity with the reopening of global markets and the introduction of incentives by governments to alleviate the negative impacts of the COVID-19 epidemic.

Offline activities

Most investment banks have resumed working from office space and meeting customers in person, albeit on a limited basis. Investment banks have begun to use hybrid conference/roadshow techniques as well as cutting-edge technologies to realign and restructure deal origination processes. The market’s liquidity is projected to stimulate merger and acquisition (M&A) activity in the next years.

Keeping all these factors in mind and in light of the dynamic nature of the investment and banking industry, a few trends can be identified that will prove to be game-changing in 2022.

Trends in investment banking

Optimizing growth using first-party data

You can start stressing on first-party data through different structured teams tackling different segments. Much of the key personnel sources fresh data on potential business opportunities. Keeping track of all these data to find a potential lead quickly becomes a task; you need a focussed approach.

Using social capital to discover fresh opportunities

Investment banks amass massive amounts of exclusive first-party information on connections, firm financials, industries of interest, deal multiples, estimated bid ranges, and other topics. You can use these data points to develop insights and influence top-line growth strategies through thorough analysis. 

Enhancing the role of technology

While some in the sector are wary of technology, it is undeniably useful in investment banking skills. Banking is expected to spend $ 219 billion on information technology this year, a $ 20 billion rise over 2017. Some of this money will go into security measures against both human and AI fraud, as well as digitalization and artificial intelligence to better safeguard customers. You need to be technologically aware to succeed here.

A workforce transformation

Technology will also influence how you operate in investment banking. The way automated teller machines helped employees to move away from transactional activities and into more analytical responsibilities, automation will continue to elevate employment into more management ones.

The road ahead

The worldwide investment banking industry has undergone phenomenal development and is projected to continue its dominance over the forecast period. Investment banking is a section of a financial institution that provides consultancy services to governments, businesses, and market institutions. To stay ahead of the curve, you need to be updated with investment banking skills and requirements.

Consider these options to fine-tune yourself:

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IIM Calcutta Investment Banking and Capital Markets

The Executive Programme in Investment Banking and Capital Markets was created in conjunction with the esteemed IIM Calcutta. This thorough one-year program will teach you the fundamentals and advanced concepts of global capital markets and investment banking. You’ll learn the fundamentals of mergers and acquisitions, debt and equity capital markets, portfolio management, sales and trading, and securities laws in this course geared for finance professionals with at least two years of experience. This IIM Calcutta executive program will assist you in achieving your objectives and establishing a successful career in the financial sector. 

Final Words

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