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The future of visual search and what it means for SEO

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Visual search is of keen importance. People like to spend time at the website when they like the content. The content exists in two significant forms, including the written content and imagery content.

The image content is a source of boosting communication with the people. People eager to find similar images and to explore the truth of images.

Search by image is the method through which users can find more information about the particular image.

Future of Visual Search

The future of visual search is quite extensive and broad. It covers all the fields and is a quick source of finding images related to all kinds of niches. The worthy and prestigious role of it is played in the Google Lens. Here the image is easy to search along with the details of it. Google Lens reveals all the images about the image and helps in finding the related ones. Using the reverse photo search is massively easier. All you have to do is to look for a robust internet connection.

Open up the image search tool and upload the image to it. Now, click on the button to find similar images. You will view enormous similar images on your display screen. It includes information about the websites that upload the image. Make unlimited image search through by using the reverse image search tool.

In future, it would help in the quick investigation and finding the culprits. The investigation of cybercrime becomes easier due to the use of image search. Duplichecker offers the reverse image search tool that offers accurate outcomes without any hassle and provides you with quality services for photo search. There are other reliable image finders include SmallSEOTools, SearchEngineReports and others.

SEO of Visual Search

Search Engine Optimization is the massive need of the hour for gaining success in the online business. People love to run an online business and strive much hard for it. But, they fail even after lots of hard work. The main reason and issue for this failure is the lack of SEO.

The SEO techniques are necessary to comprehend and utilize for gaining success. SEO of the visual search includes the following:

1. High-Quality Images

Search Engine Optimization demands the use of high-quality images. These are reasons for engaging the audience on the website for longer. These are meant to support the written content and add a valuable charm to it. On the contrary, the use of low resolution and ordinary images lead to a negative impact on website SEO.

2. Compressed and Reduced Size Images

Avoid using images that are heavy in size. The images with the reduced size or compression are better to use. The major issue that arises due to the use of massive size images is the slowing down of web page loading. It puts a burden on the website, which ultimately slows the loading of the website. It is ample to lose the interest of the masses in the website.

3. SEO friendly Image Title

The aesthetic appeal is the main source of dragging more and more traffic to the website. Google ranks the sites with quality images at the top. It enhances the visibility of such websites quite amazingly. Ensure to use the image title, which has had the targeting keywords in it. It is mandatory to use the keywords in the Image attribute to optimize website SEO.

Significance of Search by Image

Photo search is improving day by day and People consider image search for enormous reasons. There are lots of images available on the internet. These are related to different people or websites.

People often take images of others and present them to be theirs. They use the images of others on their website. Search by image quickly finds out where the image has been used. Hence, demanding for backlink becomes easier, which ultimately gives a boost to the website ranking and reputation.

1. Fake News and Fake Personality

Fake news and fake personalities are the leading issues of the online world. These are better addressed with the assistance of a search by image tool. It is an intuitive approach to find out the truth behind images and to catch the culprit red-handed.

2. Image Alteration

People make changes in the image, such as the addition of objects, removal of objects or certain other modifications. The whole concept of the image changes, and the altered image goes viral. Such kind of activities can cause trouble to others. Search by image tool quickly solves the issue.

3. Similar Images

Search by image helps the people in getting the picture from different angles and in different sizes. The flexibility to encounter enormous similar images makes it easier for the users to choose the most attractive and appropriate one as per the need.

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Why Is It Important for a Sportsbook to Have a Betting App?

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In recent years, the sports betting business has encountered a number of legal obstacles. As of January 20, 2021, sports betting is still banned in a number of states and jurisdictions throughout the United States. As a bonus, the sports betting sector continues to expand and emerge through mobile application development despite several hurdles and cautions in the past.

The worldwide gambling industry’s fastest-growing segment is sports betting. A CAGR of 6.9 percent predicts that by 2023, it would have a significant portion of the $92.9 billion global markets. A worldwide coronavirus (COVID-19) epidemic seems to be restricting the need for gambling, but sports betting continues to expand since new and easy online sports betting applications programs are being created.

Finally, there are various top sporting gambling applications on the market, thanks to the legalization of mobile betting apps.

Why Phones?

Mobile phones were formerly seen as a luxury. However, this is not the case any longer. Because of the high demand, smartphone manufacturers are releasing new models on a near-monthly basis in order to keep up with the ever-changing demands of the public. There are cell phones available for any budget nowadays, and they provide easy access to the internet, vital information, and a large range of apps. Today, smartphones are utilized for a wide range of purposes, including entertainment, banking, trade, and more.

People are also benefiting from the introduction of 5G or fifth-generation technology, which provides them with quicker download speeds, greater connection, and speedier banking, as well as a better overall experience. Increasing numbers of firms are making investments in order to take advantage of this trend and offer consumers better apps.

The Transformation of Gambling on Smartphones

The transformation that has occurred in the last several years has been a key driver in the industry’s development. People used to gamble for pleasure in conventional poker rooms, casinos, gaming parlors, bookmakers, and bookies. Those days are long gone, but the betting culture endures. Calls were also used to make a number of wagers. However, things have changed.

There are still land-based casinos and sportsbooks, they haven’t vanished. Gambling sites like Las Vegas, Atlanta, and Georgia, remain popular tourist attractions. There are millions of individuals that go to these places to enjoy the opulent casinos. However, it’s also a certainty that revenues at a number of brick-and-mortar casinos have fallen down. Mobile sports betting applications are a major contributor to this, especially now when bettors can find a dozen of apps to choose from in order to gamble comfortably in their homes or while traveling, unlike the land-based casinos where betting is only permitted inside the premises. As more nations and provinces legalize online sports betting, land-based betting outlets are likely to dwindle further in the coming years.

Land-based gambling is outlawed in a number of nations. Despite this, there is a catch. There are a few of them that allow customers to make bets through offshore online sports betting platforms and mobile betting applications. This sector has grown as a result of the proliferation of electronic devices, including laptops, desktop computers, tablets, and mobile phones. It has also been legalized in numerous nations and provinces recently.

Several systems are available to help sportsbooks run their businesses and produce revenues, while also providing an exceptional betting experience for their customers. In the eyes of many bettors, gambling is still an enjoyable pastime, and for others, it’s a significant source of revenue.

The Benefits of Betting on Mobile

If you wish to utilize a mobile betting app, you must have Android or iOS installed on your smartphone. You won’t be able to use any applications on other mobile operating systems, even if they’re getting more popular. Apple’s iOS is supported by certain casinos and bookies whereas Android is supported by most platforms. The following are some advantages of utilizing this OS’s mobile app.

Convenience – Convenience is a big factor in why so many people wager on sports using their cellphones. There are a few components needed to run a mobile phone, it is lightweight, can be taken anywhere, and is widely accessible. Users will be able to make wagers on the fly, which enhances the whole betting experience.

User Experience – The responsiveness of all sports betting systems is undeniable. A wide range of devices are supported by every sports betting site. While responsive websites accomplish the work, the intended result or user experience isn’t provided by them. With the advent of mobile betting applications, a variety of sports betting companies have made the switch to a more user-friendly format for their patrons.

The abundance of games to access – What’s the most appealing feature of the many gaming-capable smartphones? Even on tiny displays, it gives a fantastic gaming experience. In this way, you may choose the sport that best matches your betting style by giving you access to a large range of virtual games, slots, esports, professional sports, and casinos, among other things.

Anytime, anywhere –  With the top sports betting apps, you’ll have access to a wide range of betting markets so you can place your bets whenever and wherever you choose. Different forms of bets give more comfortable betting circumstances and with a high-speed internet connection gives optimum bets. The betting platform can be accessed 24 hours a day, seven days a week thanks to smartphones.

Unique bonuses – There is a lengthy history of mobile sports betting. Mobile sports betting applications are used by a number of professional gamblers. Apps that give subscription benefits for downloads and mobile sports betting to make all sports betting stand out and clear up the clutter are almost universal. Furthermore, the app is accessible and user-friendly, allowing a big number of people to download it.

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How to Watermark Photos for Free: 2022 New Solutions

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Overview

When it comes to branding, especially on social media, you’ll notice visible watermarks on many professional photographs, designs, visual art, and even memes. So how is this done? If you also have this kind of doubt, this post will give you some aid. It will provide you with a new solution about how to watermark photos for free, by showing the step-by-step operation of an effective and powerful watermark editor – WorkinTool Watermark Eraser.

Things to Know

What is Watermark

Watermarks are usually added to many gallery or professional photography images. You may find nearly all images on most websites have their copyright. Generally, if you download them, there are always watermarks overlaid on them, and you can’t get the originals without watermarks until you buy them from the copyright owner. Watermarks can be used to protect confidential information and indicate the validity of legal documents.

Why Watermarks Important

There are several significant reasons accountable for watermarking photos, documents, or videos. 

On one hand, you may have the request of sharing or storing your photos online, to protect your precious memories and your identity, you can watermark them. Watermarks help protect the copyright of your work. People can only preview your work before buying it, and your work is not at risk of theft. No one can steal or alter your work without your permission. 

On the other hand, adding watermarks can also be used to expand the reputation of a brand. If you are a business worker, influencer, or vlogger, you may be quite familiar with this brand tactic. you can increase your fame and brand awareness by adding a digital watermark, which ensures that whenever and wherever someone shares your work, your name or brand is always attached to the work.

Watermark Photos with WorkinTool Watermark Eraser

WorkinTool Watermark Eraser is a powerful and professional watermark processor that I’d like to recommend to you. It is launched by a reliable company – WorkinTool, which has over 10 years of experience in office desktop software. It can output a photo with a watermark in high quality in just a few seconds. It realizes batch processing as well, which means you can add multiple watermarks on images only with one click.

Reasons to Have It

FreeIt has a long-term free trial, and there are no limits at all.
Easy and FastIt is easy to operate, and the converting speed is fast. You can also add multiply watermarks once.
SafeIts program and web page are of great security, so don’t worry it will bring a virus to your device. You don’t have to log in to your account as well. It will not save your personal information and data.
PowerfulIt is an all-in-one watermark processor that can realize many functions like editing photos, rotating photos, removing watermarks, etc.  
Great resultIt won’t affect the quality of your photo and you can output it in high quality.
ClearThe interface is simple and comfortable without any ads on it.

How to Watermark Photos with It

Now let’s figure out how to watermark photos with it. Here is a detailed tutorial provided for you.

Step1. Launch the tool, then pick the option “Add watermark to image”.

Step2. Upload your photo by selecting it from your folder or dragging it directly. The supported image formats are JPG, PNG, and BMP.

Step3. Add text or upload an image watermark. Then press “Save” to store it in your folder.

It is available for you to design the style, size, opacity, and angle of it. You can also decide the position of the watermark. If you choose the custom mode, you can drag the watermark arbitrarily. And for the tile mode, your image will be filled with watermarks. As for the nine-square mode, you can put the watermark according to the nine-square layout.

In addition, it is in favor of batch processing, just add text or image watermarks to the image again or choose the tile mode to cover the image with watermarks.

More to Share

Designed for removing watermarks, the WorkinTool Watermark Eraser can also fulfill other functions like removing watermarks from images and videos, editing images, rotating images, resizing videos, trimming videos, etc. It is an all-around photo processor that is endowed with many usages. The following part presents nearly all its other functions. You can refer to it if you are eager to know more.

Remove watermark from videoRemover watermark from imageAdd watermark to video
Rotate image  Resize videoTrim video
Crop image  Add sticker to photosBlur image
Add text to photo  Add flames to photoAdd overlay to the photo

Wrapping Up

Due to the rapidly growing Information Age and the widespread use of social media, the speed of photo/video spread has been accelerated. To avoid others using your photos and videos for business and to refrain from intellectual property conflicts, you’d better add your watermark to your photos, videos, and other works. Furthermore, if you are a media worker, YouTuber, or vlogger, you have a greater need to add a watermark to your works, no matter for increasing your reputation or for protecting your intellectual property.

In this post, I have introduced you to a powerful and effective watermark editor – WorkinTool Watermark Eraser, by elaborating a brief introduction, key features, and a detailed tutorial of it. The reason why I highly recommend it is plentiful, for instance, its fast and easy operation, its light-weight program, its clear interface without ads, etc. What is most important is that it is completely free for the long term, and it accomplishes removing watermarks with a great result. I’m convinced that you have found the answer to how to watermark photos for free after your careful reading. I will appreciate it if it can offer you some useful information.

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All about Gradient Descent that One Needs to Know in the Context of Machine Learning

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In our everyday life, we are optimizing variables all the time based on our personal choices, requirements, and preferences even unconsciously. We use optimization techniques all day, for instance, we choose the shortest route to avoid traffic when going to work, figure out and decide to take a quick walk around the campus during our free time, and schedule cabs in advance to reach on time. Most of the optimizations we do are about saving time because time is very important in today’s world. 

Optimization has become an integrated part of our lives and as our lives revolve around technologies, it has also become an integrated part of technological products. Optimization is the ultimate goal present at the heart of all statistical and Machine Learning techniques that are widely used in data science. As a result optimization algorithms have been created; one such algorithm is Gradient Descent in Machine Learning

What is Gradient Descent?

Gradient Descent is an optimization algorithm that is used for finding the minimum of a function. In terms of Machine Learning, it is used for updating parameters in a model. Based on the algorithms that were used, parameters can be of various types – coefficients (in linear regression) and weights (in neural networks). To understand the concept of Gradient Descent through a real-life example, think of a hypothetical situation in which a person has to descend into a valley blindfolded. Anyone in a situation like this would firstly take careful steps to find a slope. Once they find a downward slope, they’ll follow it and repeat their steps until they’ve completely descended into the valley, in other words, reached the minima.

This is exactly what the Gradient Descent Algorithm does in a machine. The inclination or slope is the cost function and the role of Gradient Descent is to provide direction and velocity (rate of learning) of movement to find a point where the cost is minimum or in other words, the minima of the cost function. A cost function is“a function that maps an event or values of one or more variables onto a real number intuitively representing some ‘cost’ associated with the event.”

The Application of Gradient Descent

The foremost goal of any Machine Learning algorithm is to build a model. A model is a hypothesis, which can be used to find out estimation for Y based on X. For example – Let’s say we have some data about different houses regarding their price, size, material, etc. and we want to predict the cost of a house based on its size. For one house, one may do it by a manual comparative analysis but let’s assume we need to know the cost for many houses. In such cases, we would like to predict a continuous output for a given number of inputs. It’s a regression problem that can be solved by an optimization algorithm of Machine Learning, such as Gradient Descent. Gradient descent can help to find a line of best fit for a given number of inputs (X values) and provide any number of outputs (Y values).

Types of Gradient Descent Algorithms

  • Batch Gradient Descent – It is used to process training examples for all the iterations. It can get computationally expensive when there are a lot of training examples. In such cases, other types of Gradient Descents are preferred.
  • Stochastic Gradient Descent – The word ‘stochastic’ refers to a ‘random probability’. For a random probability, a random selection is done. Thus, in a Stochastic Gradient Descent, instead of selecting the whole data set, random samples are selected for all the iterations. Since this type of Gradient Descent only uses a single sample to perform all the iterations, it is not computationally expensive. The sample is randomly shuffled and selected from the dataset. The parameters get updated after each repetition; therefore, it’s faster than Batch Gradient Descent.
  • Mini Batch Gradient Descent  It is the fastestform ofGradient Descent which can be used even when there is a large number of training examples. It processes the batch at once. It uses very less iterations, regardless of the number of training samples

Challenges Faced in the Execution of Gradient Descent

Gradient Descent is a very useful optimization algorithm but it is not perfect and has some drawbacks. There are many cases in which gradient descent cannot be used or doesn’t perform well. It happens when one faces different sorts of challenges during the execution of Gradient Descent. There are mainly three types of challenges:

Data Challenges

If the data is arranged in a way that causes a non-convex optimization problem then performing Gradient Descent on it becomes troublesome. Gradient Descent only works for data arranged to cause a well-defined convex optimization problem. In a convex optimization problem, there are many minimal points. The lowest point is called the global minimum whereas the rest, are local minima. It is important to reach the global minimum by avoiding local minima. Furthermore, Gradient Descent cannot be used in a saddle point problem as well. In such a problem, the gradient can be zero even for a non-optimal point.

Gradient Challenges

An improper execution while using Gradient Descent can cause several problems such as a vanishing gradient problem. It happens when the size of the gradient is either too large or too small, which leads to no convergence. 

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