How Picture to Text Technology Works and Eases Data Entry Work? - The Daily Guardian
Connect with us

Auto & Tech

How Picture to Text Technology Works and Eases Data Entry Work?

Published

on

Picture-to-text, also known as “image-to-text”, is an application of Optical Character Recognition (OCR). OCR itself is an application of machine learning, which is a branch of artificial intelligence.

Machine learning is the discipline of teaching computers how to recognize things from formats that are normally not understandable by a computer. A great example of this is OCR itself.

Computers cannot understand natural languages. The words that we see in our computer screens, they all have codes assigned to them. Computers can understand those codes, but not the characters themselves.

But with machine learning, computers can learn to read and understand the natural languages directly. And that is basically what OCR is.

How Does Picture to text Work?

Nowadays, we use OCR technology to convert documents that are not present in a digitally editable format into editable ones. In the simplest terms, the process involves taking pictures of the text and then extracting text from that picture. The extracted text can be digitally edited. This process is also known as “image-to-text” conversion. There exist many tools that can convert picture to text for free and with splendid results.

Although we have mentioned the main steps of this process in brevity above, there is actually a lot more detail that we can go into. Some of the detailed steps are given below:

  1. Image Pre-processing

Before text can be extracted, there are certain things that need to be done to the picture in order to make the process easier.

  1. Binarization

The first step is to make the entire image consist of just two colors. Usually, this is black and white. White parts of the image are basically the text and everything else is turned to black.

This is done so that it’s easier to recognize characters as they will be easier to spot due to the high contrast.

  1. “Deskewing”

Skew is something that is not level and is slanted. When images of text are taken, due to unavoidable human error they are always a little bit skewed. This means that the text in the picture is not perfectly horizontal.

During the “deskewing” process, the image is rotated so that all the skewed lines become perfectly level. This makes it easier to recognize the text later on.

  1. Cleaning

Cleaning is a process in which noise is removed from an image. Noise usually consistsof stray pixels, dust particle, and accidental blots that reduce the clarity and quality of the image.

Stray pixels can also confuse the computer when it’s time to extract the text. If they are too close to a character, they may distort its shape.

  1. Removal of Lines

Any lines such as margin lines and those belonging to tables are removed from the image during this step. This is also to prevent the computer from being confused when extracting text.

Lines can be mistakenly assumed as part of a character and completely change its shape. Thus, they are removed.

  1. Zoning

Different documents have different visual formats. During zoning, virtual boundaries are created around every part of the image that contains text. All other parts are completely ignored.

  1. Image Processing
  2. Tokenization

The first step during image processing is tokenization. Tokenization is the process of recognizing the boundaries between each character. Once those boundaries are recognized, then each character is separated into tokens.

During the actual text extraction, its these tokens that are recognized in order and reformed into words.

After tokenization, there are two methods by which characters are recognized. They are pattern recognition and feature recognition.

  1. Pattern Recognition

In pattern recognition, all the tokens are checked against a database of symbols. These symbols are characters of the natural language.

If the tokens match an entry in the database, they are extracted. If they don’t match exactly then the next closest symbol replaces them.

This method is very effective if the symbols in the database are written in the same size as the text present in the image. The process will be done very quickly and accurately.

On the other hand, if there are such differences, then the process will be quite inaccurate.

  1. Feature Recognition

The second method is using rules instead of a database. Characters are recognized based on these rules, i.e., “A” will be recognized due to having three lines and one bridging the other two which are at an angle.

From that example itself, you can see how cumbersome and difficult it could be to program such rules.

However, it has the benefit of being able to recognize characters in different fonts and styles.

Different OCR apps use different approaches when extracting text.

  1. Post Processing

During post processing, the results are touched up a bit so that the readers are not looking at some Hodge podge of words that are all out of order.

The extracted text is compared to a dictionary and any words that do not exist in the dictionary are replaced by the closest match.

With the help of some artificial intelligence, this part can be optimized further by training the software to be able to understand how sentences are formed. This will enable it to put the words that are not seemingly random into a coherent sentence.

And this is how OCR picture-to-text works.

How Does Picture to Text Ease Data Entry?

Data entry is one field that has massively benefited from OCR technology. Even though the digital age has advanced so far, the worlds reliance on paper medium still does not seem to be over.

This means that a significant hitch forms in the document flow in workplace environments. Since everything is digital nowadays, remote jobs and freelancing are much more popular. This means that important documents need to be sent online.

But what do you do if the document does not exist in a digital form? Easy…you just use OCR.

With OCR/Picture-to-text, you can convert any physical document into a digital one with great ease. This makes data entry jobs easier, as you don’t have to manually transcribe an entire document. This eases the document flow in professional work settings.

Conclusion

OCR and picture-to-text conversion are really useful technologies. They are used in many places where converting physical documents into digital ones is required. Data entry is one such field where OCR really shines. It completely automates this task and reduces the need for human intervention drastically.

In this post, we looked at how image-to-text conversion works, and how the process can be roughly divided into three phases.

Pre-processing is where the image is cleaned and prepared for scanning.

Processing is where the characters are actually extracted from the image.

Finally, we get post processing where the extracted text is put together in a sensible way.

The Daily Guardian is now on Telegram. Click here to join our channel (@thedailyguardian) and stay updated with the latest headlines.

For the latest news Download The Daily Guardian App.

Auto & Tech

Teen Patti – nice design, attractive pay lines, simple interface

Published

on

Live Teen Patti for Real Cash, like many card games, is based on the value of the cards and comparing hands. If you play this colorful card game in the Indian world, you will have to find out somewhere to gamble and profit by first getting to grips with Teen Patti.

How do I begin to play? 

It is recommended that you begin to master the game online with the lowest bet value of Teen Patti. This trick is most useful if you intend to gamble in a conventional casino. An agreed-on minimum bet is called a ” one piece” and all the other players put it into the pot. If yours turns a winning play, you keep the pool for yourselves. With Teen Patti online poker, the betting limits are set by the operator. You just pick your wager and begin the Teen Patti online rules game.

What are the basic rules? 

If you play in a physical casino or on a live poker game app, Teen Patti has a specific set of rules, which are very similar to the game of Hold’em. If you are new to the sport, not being familiar with these exact details can make things difficult, so we’re here to support you.

Prior to beginning a regular round of Teen Patti games online, each player must deposit an ante into his or her bank, otherwise known as the “load-in”.

Every single player gets 3 cards, and their goal is to get the best hand or become the last player left in the pool.

Each player must place an extra bid if he wishes to win the best hand in the pool. each punter must make an additional bet if they want to remain in their round. The size bet is decided by the present ante ( the bet ). The blind bets x1 or x2 gannets, and visible players place x2 or x4 ones.

The betting lasts until after the showdown, at which point a punter may have to pay to see another player’s hand, eventually, or one player takes over the pot when all other players have defaulted.

What are pay lines?

To better grasp the game’s specifics, you first need to learn what the pay lines are. 

  • Triple: The three cards of equal rank, AAA being the highest combination possible.
  • Straight Flush: The three consecutive three cards of one suit.
  • A Straight: Three consecutive cards with the same major.
  • Three cards of a straight: Three of a kind. In the event of a tie, the highest ranked hand wins.
  • Two of a Kind: A Pair of Cards of the Same Number or Chest.
  • High Card: If neither the dealer nor the Player has a couple, the High Card wins the hand.

What’s a Dealer’s Game? 

The Teen Patti Live Dealer Game combines the perfect social activity between players and dealers with a strategic game that gives food for thought without being overly complicated. With the additional stakes that suggest even further action, it’s difficult to require more of a live dealer bench game.

Continue Reading

Auto & Tech

5 Things to know before you try an online casino

Published

on

National Football League

Are you curious about the world of online casinos?

The world of iGaming is growing each month, and the quality and variety of games increases at a rapid rate. Whether you want to spend an evening playing slots or get competitive in a poker tournament, there are options for all tastes.

Not only that, but iGaming is booming worldwide. People from all corners of the globe can pitch in and enjoy the online casino landscape. Whether you’re playing in Europe or looking for an online casino in India for real money, options are open for everyone.

But what should you know before you delve into the online world? If you’re interested in online gambling, keep reading. We’ve put together our top five tips to ensure you make the most of your iGaming experience.

Shop around before signing up

When investigating online casinos, you’ll have to decide on a specific website before you can get started. The world of online casinos is vast, and some specialize in different areas. Do you want to play on a slots-based site? Or would you rather use a website with high-quality live casino games? Make sure you check the game variety out first.

Another element to consider before signing up is whether players from your country are eligible to play on the particular website. For example, Indian players must find online casinos that adhere to Indian gambling regulations. Check whether the casino uses INR before you start playing.

Check if bonuses are on offer

Alongside checking whether the casino is licensed and has your preferred games, you should also look around for relevant promotional offers. Casinos want players to sign up with their site, and this leads them to make juicy welcome offers.

A welcome offer is typically applied to your login when you create an account for the first time. These offers usually provide free spins, free bets or free cash to play with. This is great if you’re new to the experience, allowing you to bet with free money.

However, each online casino has a different welcome offer. This means to find the best offer, you’ll need to weigh up the pros and cons of each! While this sounds like a lot of work, many casino-related blogs offer information on the latest Indian online casino offers to make it easier for you. Research is key.

Practice on free games

Are you new to all things casino? Don’t worry. You can practise before you start. It’s best to start with free online games to help you learn the rules before you start. This is more important if you’re interested in strategy games, such as poker or blackjack.

Alternatively, you can read in-depth guides or watch YouTube tutorials to help you understand the rules and strategy. It’s always best to get started with some prior knowledge, particularly if you compete against other live players.

Consider mobile gaming

We use our smartphones for everything, so why exclude online casinos like Playerz? Though most online casinos are desktop compatible, most players prefer to enjoy the games on their phones. Many popularonline casinos offer dedicated smartphone apps, and most of the content is available on these.

The main benefit of opting for smartphone iGaming is flexibility. Want to play from the comfort of your couch? It’s easy. Would you rather play while on the bus? That’s cool too. Unlike playing on a computer, smartphones allow you to take your gaming with you wherever you go. Just make sure your smartphone device has enough memory available before downloading apps.

Set betting limits

Finally, one of the most important things to know before trying an online casino is how to practice safe gambling. When playing alone, you need to be responsible while online. A fundamental way to stay safe is through betting limits.

Betting limits are self-imposed limits that stop you from getting carried away. For example, if you can only spend a certain amount of cash, this amount is your limit. Once you’ve hit it, it’s time to log off for the session.

These limits keep the fun of the game, and they also keep you safe. If gambling doesn’t feel like fun any more, it’s time to stop entirely and seek help from friends, family or a dedicated gambling helpline.

The takeaway

Now you know the top five tips, will you be logging on? Online casinos are a great way to have fun at home. Whether you’re enjoying the game graphics or the competitive edge, make sure you remember these five rules. Enjoy!

Continue Reading

Auto & Tech

Car Insurance Renewals: All you need to know about it

Published

on

It is important to know every little detail about auto insurance policies to make sure you save the most and spend the least. Car insurance is a vast topic and with an industry so big, things are bound to get complicated. There are so many types of auto insurance policies in the market, with each company having its terms and conditions. One important part of owning car insurance is renewal. 

Car insurance renewal might seem like a quick and simple process that does not require much thought process. But if you have been just paying the renewal price and nothing else every time your policy needs to be renewed, you could be missing out on great discounts and opportunities to save money on auto insurance policies. 

This article will describe everything you need to know about car insurance renewals, the things to do, things to avoid, and things to do to save money and get better coverage. Let’s get started. 

What’s Car Insurance Renewal?

All car insurance policies are not bought forever. You pay the price for a certain period and then the policy needs to be renewed to be active, just like your data subscription or your WiFi connection. This renewal either happens every year (annual) or twice a year (semi-annual). It solely depends on the policyholder which renewal cycle they prefer.

Policyholders usually get a notification, usually a mail somewhere around 30 to 45 days before their policy is about to expire. With the rise of digitization, it is very easy to renew your auto insurance policy. You can either get it done by a trusted, official insurance agent, or through your computer or smartphone on the auto insurance company’s website/application. You can also visit the insurance company’s office with your policy information and get it renewed there. 

A big disclaimer; never trust anyone who pretends to call you from your auto insurance company and asks you for sensitive information such as your bank account details or credit card information. If they ask you to open a shady website or make a transfer, cut the call and contact your insurer immediately. 

Saving Money During Insurance Renewal

There are some great ways you can save money and get better coverage during the renewal period. Since this is the time you can look at the policies you own, your requirements (which change with time), and other factors affecting your driving habits. Let’s take a look at the things you should do to save money while renewing your car insurance policy. 

No-Claims Bonuses

If you did not make any insurance claims during the policy period, you could be eligible for no-claims bonuses. These bonuses are discounts that you get when you renew your policy. The amount of discount you get may vary, but it usually ranges from 20% to 50% (if you have made no claims for three consecutive years, you could get 50% off on the renewal price).

This is only applicable if you have not made any claims. So while renewing, check for any no-claims bonuses or ask your insurance agent for the same. Even a 20% discount is a big price cut. 

Choosing New Policies 

Everybody wants to get great auto insurance policies, where the prices are low, and coverage is excellent. Sadly, you might make the mistake of choosing the wrong car insurance company and be stuck with them. The policy renewal period is your chance to make a better choice. 

If you are not happy with your current auto insurance company, then look for better car insurance companies in the market with better coverage at lower rates. Just make sure to keep your search specific to get the best results. For example, if you live in Texas, then look for Texas’ best cheap car insurance companies and find the one that suits you the best. 

Renewal time is also the time when you can completely switch your auto insurance policy. For example, if you have reduced your car usage, or perhaps the place where you work has adopted a hybrid work routine with some days of office and some days of work from home, then how about switching to pay-per-mile auto insurance?

With pay-per-mile car insurance, you only pay for the miles you drive, just like gas. So if your monthly mileage has reduced significantly, and you do not need general car insurance, then the renewal period is the time to make the switch and get a better, more useful car insurance policy.

Continue Reading

Auto & Tech

How to find the right Sarkari Results sites?

Published

on

Sarkari is the top sites for govt results. The webpage is refreshed routinely with the most recent test results. It additionally gives detailed data about the test, for example, the schedule, test design, and earlier year’s papers. Likewise, they offer many assets to assist understudies with getting ready for the test, for example, mock tests and practice papers. Administration examination results are vital for understudies. The site is exceptionally easy for understudies searching for their administration test results. The site likewise has an extremely easy-to-use sarkari results mobile app helps to verify their administration test marks on their cell phones. The site is exceptionally well known among Indian understudies since it gives recent as well modern reasonable test results.

What are the documents required for the result?

It is the authority site for the Indian administration consequences of different tests and enrolment processes. The site contains all the fundamental data and reports for a contender to look at their outcomes. The up-and-comers can download the concede card, question key, and other significant archives from the site. There is nobody size-fits-all response to this inquiry, as the expected archives for marks will change contingent upon the particular position you are registered for. The site provides a concentrated stage to the latest Sarkari tests and grades, with enlistment refreshes. To guarantee you enclose all the data you want, one result, they have gathered a rundown of the many essential reports expected for the site.

Why is it essential for people?

Notwithstanding the some weaknesses of administrative business, there are a few advantages that might make you rethink working for the free right. Even though the younger age has minimal interest in management work, there are as yet a sizable number of people who need to seek after it, yet you want to have superb results to land positions. Individuals are bound to hope for management workers, assuming they come from the lower centre or working class. If you come from a rich foundation or an upper-working class family, you will often think less about government work. We should check out a portion of these advantages. An administration work or a Sarkari Naukri might give you a few benefits that a confidential boss can’t.

How do check the result on the Sarkari site?

Lots of sites give you results in 2022. If you are work searchers require to realize results, then you can track down the entirety of your subtleties from our site. Here we give every Sarkari Results subtleties. Which assist you with come by your outcomes? You should visit our site to

land all India positions alert. Join our webpage to land all most recent positions alerts in one spot. Continuously visit our authority site. It assists you with landing your amazing positions. On this page, you can land all position subtleties. Work detail in addition to you gets result info in one place. Kindly visit our Sarkari Alert Co to find sarkari results 2022 upgrade.

Continue Reading

Auto & Tech

5 Advantages of Perforated Paper

Published

on

If you’re not a regular user of perforated paper you may be wondering what it exactly is, and how it differs from other paper.

Have you ever received some sort of mail with a section that says something like “just tear along the dotted line” followed by a line of tiny, microscopic holes making it easy to tear a portion of the page, instead of having to try to find a pair of scissors or attempting to rip the page in a straight line?

That is a perforated line, or a sheet of perforated paper.

Mostly used for business purposes, perforated paper can come as single, multiple, or a combination of horizontal and vertical perforations. Printing businesses can also supply perforated paper in a range of colors, weights, sizes, and customizable formats to fit virtually any need and printing equipment.

Uses for Perforated Paper

Perforated paper can be used for a wide range of applications where they prove more beneficial than regular or even pre-punched paper. You will most commonly see perforated paper used for:

  • Statements
  • Invoices
  • Notices
  • Direct mail
  • Raffle and event tickets
  • Coupons
  • Booklets and more.

Perforated paper has many advantages over other types of paper, here are five of those advantages.

  1. Cost savings

It is cheaper to buy paper already perforated than to try and perforate it yourself which used to be common for businesses to do.

Your business is not incurring more labor costs to do the perforating, and you won’t need to purchase a machine and the accessories to perforate paper. The cost of perforated paper is only slightly higher than the cost of regular paper.

  1. A wide selection is available.

In the past you usually had to do it yourself if the paper size you wanted wasn’t a common size. But today, perforated paper is available not just in normal letter and legal sizes, but also in 11″ by 17″ and 9″ by 11″.

Most come in either 20lb or 24lb bond with perforations offered in whatever positions you require.

  1. Time savings

Trying to set up and print your own forms with perforations is time consuming. You need to set up the machine correctly, load and unload it, and keep the machine maintained on a regular basis. You will also find yourself spending further time fixing any mistakes that occur while also dealing with paper jams.

Ordering perforated paper already formatted to your exact requirements ensures you get the right items arriving at the right time.

  1. Quality

Perforated paper used to have a reputation for regularly causing paper jams in copying machines. However, the papers used today by printing companies are of a superior quality and run smoothly through all copying machines, including laser and inkjet printers.

The paper is run through rollers to prevent potential curling. It is then sealed in moisture resistant reams to ensure consistent quality throughout transportation and storage.

  1. Variety of items

You can create virtually anything you can think of with perforated paper. A registration sheet for a conference or seminar, where one side holds details for the interested party, while the other side offers a place for them to write their information. They can tear along the perforation and return to confirm their attendance and provide their details, while keeping the rest of the sheet with the event details.

Larger sheets can split into several smaller ones to become coupons or raffle tickets. Pages can be perforated along the edge and bound to create custom workbooks or other teaching curriculum, for use in the office, school, church, or home.

These are just a few examples, but there are many other projects perforated paper can help you create.

Continue Reading

Auto & Tech

Check out the Steps for Bajaj Finserv EMI Card Login

Published

on

 Whether you own a credit card, a debit card or an EMI card, it is important to keep track of the card details and your transaction on the card. This way, you can easily pay your dues on time and ensure that there are no errors in your purchase records. If you own the Bajaj Finserv EMI Network Card, you can access all the details pertaining to your card on the Bajaj Finserv customer portal. This is a one-stop solution to managing your card and your purchases easily, with just a few clicks. 

What is the Bajaj Finserv EMI Network Card?

The Bajaj Finserv EMI Network Card is a product that allows you to pay for eligible purchases in the form of convenient and easy EMIs. You can buy electronics, appliances, lifestyle products and more from our partner stores and convert the purchase price into no cost EMIs effortlessly. This includes over 1.2 lakh partner stores across the country, with over 1.2 million products on sale. So, you no longer have to worry about huge upfront costs. Whether it is a new TV or smartphone that you want, or whether you are booking a flight, you can divide the price into easy monthly instalments with the Bajaj Finserv EMI Network Card. 

What is the Bajaj Finserv Customer Portal

The Bajaj Experia Portal is a one-stop platform that contains all the details pertaining to your EMI card and the loans you have availed thereon. Here is a closer look at the details you will find on the portal when you use your Bajaj Finserv login credentials. 

  • EMI Card Status

Your EMI card comes with an expiry date. You need to be aware of this date, so you can renew your card on time. By logging into the customer portal, you can check this information. 

  • Credit Limit Details

On the Bajaj Finserv customer portal, you will also find your spending limit and the amount of that limit you have already utilised. This will help you keep your credit utilisation ratio below 30%, so your credit score is not affected negatively. The credit utilisation ratio is simply the portion of your credit limit that you use. For example, if you have a spending limit of Rs. 2 lakhs on your card, you should ideally use up to Rs. 60,000. 

  • EMI Details

If you have already made purchases with your card, you can find the details of those EMIs on this portal. This includes the EMIs that have been paid as well as the EMIs that are pending. By keeping an eye on this information, you will know when your next EMI is due. 

  • Down Payment Details

You will also find information about any down payments that you have made on your purchases. The good news is that the down payment on most purchases made with the card is very low. In many cases, there is no down payment needed. 

  • Dealer Information

Lastly, using your Bajaj Finserv login, you can also find the information pertaining to the dealers from whom you have made your purchases. 

How to Log Into your Bajaj Finserv EMI Network Card Account

The Bajaj Finserv login process is simple and takes just a few minutes. You can log into the Bajaj Finserv customer portal with just a few simple steps, as explained below. Step 1: Visit the Bajaj Finserv customer portal. Step 2: Enter your registered mobile number, which is linked to your Bajaj Finserv EMI Network Card. Step 3: You will receive an OTP on your registered mobile number. Enter this and click on ‘Login’ to complete the process. That’s all it takes! See how the Bajaj Finserv login process only involves three easy steps? You can even do this when you are on the go, by using the Bajaj MARKETS mobile App. 

Conclusion

See how easy it is to complete the Bajaj Finserv login process. Remember to log into your account at regular intervals to get a better idea of your card’s status and the limit available. This will ensure that you don’t overuse your credit limit. It also ensures that you use your credit facility in a responsible manner, so your credit history and your credit score are not adversely affected. 

Continue Reading

Trending