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How To Choose The Best OCR Software For Your Project Today
What is an OCR software?
Optical character recognition entails the electronic conversion of handwritten, printed, or image-based texts or other physical forms of documentation.
It helps businesses to digitalize various documentation processes, hence enabling better searchability and security, among other purposes. OCR tools are critical for the modern-day business, but how exactly do you choose the best OCR Software. With so many options available on the market, and several technical aspects to consider, OCR decisions can be a tough nut to crack.
Buyers have to think about the Document Conversion range of OCRs and classification ability, among other factors. For the average buyer, all these technicalities can be downright confusing.
But you needn’t worry.
In this article, we’ll discuss how to choose the best OCR software for your project, so you can know exactly how to get what’s needed for your business.
Let’s get started.
1. Document Conversion Range
What does flexibility mean when you’re talking about OCR technology?
According to industry standards, there are about two primary font categories namely OCR-B and OCR-A. Flexibility means an OCR software should be able to work with these fonts, among others.
Additionally, it also refers to an OCR tool’s ability to work with a range of characters that differ diversely in structure or format.
For example, data to be digitized may be discontinuous, like Asian characters, or sometimes it’s dotted. In some cases, the information may be italicized as well, among other styling choices.
Consequently, an excellent OCR software should have a depth of conversion range in terms of format or character nature.
But there’s another conversion element to think about: language.
Will you be mostly scanning documents in one or multiple languages? If the latter is the case, you’ll want OCR software with a detailed range of dialect capabilities. That becomes especially important when the documents in question involve Japanese or Arabic, which differs in structure from normal language conventions.
OCR software is made possible by computer vision and machine learning.
Computer vision enables character identification while machine learning facilitates the algorithm to learn from foreign documents and improve detection rates.
2. Document Classification Ease
Do you have some sort of filing system in place for your business?
Perhaps you group data according to certain client metrics to create some sort of structure to your data management strategy, so employees find what’s needed fast and easy. Maybe your system is a lot more unstructured than this.
Either way, a good OCR software solution should be able to facilitate Document Classification. Hence, there’s no need for manually categorizing the documents after conversion.
But document classification alone isn’t enough. Businesses need to dive deeper to ask vendors about what method of document classification the specific OCR in question uses.
Generally, there are three methods of document classification namely:
- Rules-based grouping
- Unsupervised method
- Supervised grouping
Good OCR tools typically work on a rule-based method, featuring natural language processing algorithms. The concept is to mimic how we would sort out documents by identifying phrases or keywords and then placing these files into one folder or the other.
By analyzing segments in the text according to semantic relevance, this type of OCR software enables automatic categorization.
3. Reliability in Noise
How is the OCR tool’s ability to work in an environment where input quality is not the best?
Generally, you’d want OCR software that performs well in ideal circumstances.
But, even more crucially, it should be able to give high accuracy or reliability when the image or input material suffers from degradation.
Things that could lower the image quality making it hard for conventional OCR software to read characters, include scratches and cracks in the background.
A blurry quality or low resolution may also hinder the success of OCR readers.
Other OCR noise factors include the amount of lighting available and secondary character sources.
Therefore, good OCR software should be reliable in situations of image degradation, and generally in out-of-training situations.
For example, the image distance from the OCR lens may vary, and so too does the angle of the reading, among other geometry changes.
The ideal OCR tool should be able to offer successful reads when the field of view parameters change, causing characters to appear a lot different even if these are among the fonts for which it is trained.
4. Ease Of Use
Even the best OCR tool is not very ideal if it has a complex Application Programming Interface (API).
Hence, there should be a preference for an easy-to-learn API. This is made possible by a Rapid Application Development process, in case the developer will be creating or finetuning your OCR package from scratch.
Additionally, with a simple API, integration with other elements in a larger system or applications becomes easier too.
By being able to support several programming languages, from C to VB, etc, the need for interfacing across multiple languages is also eliminated.
Beyond the API, the underlying algorithm, and specifically the parameterization, is also an important factor when choosing OCR software.
A well-defined parameterization entails breaking down parameters in short and distinctly configurable segments, enabling a misconfiguration in one part from affecting the rest of the code.
5. Measure Of Efficiency
How do you measure efficiency in your company?
Speed or turnaround time is a priority for OCR-based software, but it’s an even bigger concern in certain sectors or lines of business. That’s especially true in a busy environment, where companies need to maintain a high level of productivity.
For instance, in product defect identification systems, you’d want an OCR reader with relative accuracy but high processing time. A holdup in such a system would cause drastic consequences in terms of output.
What does OCR efficiency mean to you?
The answer differs on a case-to-case basis, so you’ll want to create a metric of efficiency according to the nature of your company’s workflows. If you deal with huge volumes of paperwork, the scannable documents per period of time may be your most important factor.
On the flipside, speed may not be the biggest issue in circumstances where good image quality is a measure of efficiency.
The ability to timeout when image degradation is beyond salvageable and quickly move on to the next image may also be a priority in some cases.
Again, OCR efficiency depends on the condition of use in your business.
So what are the ideal features of excellent OCR software?
Well, let’s recap the OCR selection criteria we’ve discussed today for a brief and succinct reminder on what you’ll be looking for:
- Conversion range: what character formats are supported
- OCR classification: if classification is available, how does it work
- Noise performance: how OCR performs in untrained situations
- Efficiency: This may be dependent on error handling, speed, or reliability. Consider your specific workflow case.
The most desirable OCR software tools are generally AI-powered and offer intelligent data extraction, reliant on machine learning and natural language processing.
Intelligent Data Extraction means that the OCR tool goes beyond simple data entry, offering supporting features to enable the full-scale automation of document processing into an IDP platform. Lastly, be sure as well to take a look at client testimonials, which offer a nice measure of proof when considering your OCR options.
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SOLARAXY Solar Outdoor Commercial Lighting Products Display at Light Fair International 2023, USA
Light Fair International 2023 is the world’s most prestigious international lighting exhibition, held in New York, USA from May 23rd to May 25th.In this exhibition, SOTTLOT New Energy with SOLARAXY commercial lighting made to show the North American market customers the core technology and unique products of the company.
After 18 years of experience in the solar lighting industry, SOTTLOT New Energy proposed the concept of “Solar Outdoor Smart Lighting” in 2020, and independently developed the SRE-MESH system to officially enter the field of commercial lighting intelligence. At present, SOLARAXY series products are used in UN government projects.
The SOLARAXY commercial lighting series products brought by SOTTLOT New Energy was very popular among customers at the show. SOLARAXY series products focus on creating smart lighting in high-end communities, villas, hotels and other residential or commercial locations. It demonstrated a number of industry-leading lighting technologies such as ALS 7-day rainy day lighting, TCS temperature control protection, FAS fault alarm detection, “Dark Sky” eco-friendly lighting, which broke through the solar outdoor lights of low charging efficiency, lighting instability in rainy days and other industry bottlenecks, and solved the solar lighting industry’s long-standing pain points of short backup time.
SOLARAXY commercial smart lighting star product Tracker Bollard Post Light 360 ° sun-chasing landscape light, can automatically track the sun’s best light angle to improve the charging efficiency of 30%, this solar light has been purchased and applied by a number of global engineering project providers, and can be seen everywhere in the public environment in Australia and Europe, its The “Dark Sky” environmental design concept won the European Design Award.
For commercial parking lots, the Navigator Area Light is used in the community with FAS technology, in the case of lighting fixture failure, the FAS technology can accurately identify fixture failure parts, and correspondingly display the failure indicator, helping you more efficient and convenient to complete the roadway fixture maintenance, saving maintenance costs. Navigator Area Light has been widely recommended by engineers in several commercial parking lots in Europe.
The Navigator Wallpack Spot Light, which is commonly found in commercial hotels and shopping malls, has the biggest feature of split design to achieve separate installation of solar panels and luminaires for full sunlight and power, and this product is also gradually applied within home community projects.
In addition, SOTTLOT New Energy also showcased new products unveiled for the outdoor smart eco-home: such as the Adelot series of products are independently developed smart apps used in conjunction with IoT intelligent technology, thus allowing users to enjoy a customized experience in different scenarios in the home, backyard or outdoors. The Adelot series of home outdoor smart home luminaires are designed around enhancing the home outdoor space and lighting design to create the perfect home atmosphere for recreational applications.
Alpha series products, which will be launched in June 2023, are debuting in North America. Alpha series are energy storage system products required for home outdoor power consumption, targeting scenarios such as short-distance travel, emergency backup, or home power outage, and is also a major breakthrough for SOTTLOT New Energy to build an outdoor home ecosystem. The portable energy storage product Alpha800 on display – the world’s first solar portable energy storage station combined with the use of AI technology, with the freedom and flexibility of DIY Lego module splicing, equipped with removable lighting blocks to meet the needs of aerial photography, off-road, camping and other outdoor activities, to provide outdoor enthusiasts with a lightweight Lighting and charging experience, the product will be officially sold to the market in the second half of the year.
SOTTLOT New Energy’s brand team originates from Europe and has rich experience and product innovation ability in the commercial lighting field, with successful implementation cases of municipal, villa, island, shopping mall and other lighting projects, and is committed to providing professional lighting solutions for customers. Through this exhibition’s on-site product display, SOTTLOT New Energy communicates and cooperates with more North American companies and customers, further expanding the brand’s global influence. In the future, SOTTLOT New Energy will continue to develop more new lighting products that perfectly solve users’ lighting needs.
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How Can IT Staffing Companies Help Startups Scale and Grow?
In today’s fast-paced digital world, startups often need help to expand and achieve sustainable growth. One key factor that can significantly impact their success is having a skilled and reliable IT workforce. However, finding and hiring top IT talent can be overwhelming for startups with limited resources and time constraints. That’s where IT staffing companies come in. They offer a valuable solution to meet the staffing needs of startups, helping them scale and grow efficiently.
This article will discuss how Top IT staffing companies can support startups in hiring, making it more straightforward.
How can an IT staffing firm benefit Startups?
1. Makes recruitment process easy for startups
IT staffing companies help startups by making finding talented IT professionals easier. They have extensive networks and databases of skilled IT workers, so they can quickly find suitable startup candidates. This saves startups time and effort because they don’t have to search through resumes or interview many people.
Instead, they can rely on the staffing company for recruitment. This lets startups focus on their primary business activities while leaving the hiring to the experts.
2. Access to Specialized Skills
Startups need specific IT skills to be innovative and competitive, but recruiting permanent employees with those skills can be expensive and complicated, especially in the starting. IT staffing companies help by giving startups access to various IT professionals with expertise.
Whether it’s software development, cybersecurity, data analytics, or cloud computing, startups can find the suitable talent for their projects or short-term needs. This way, startups can have the requisite skills to grow and succeed without the long-term commitment and cost of hiring full-time employees.
3. Maximizing Efficiency and Minimizing Expenses
Startups often experience unpredictable demands that can change quickly. Having a fixed IT team in such situations is difficult for them. However, IT staffing companies can help by offering flexible options. They provide temporary or contract-based staff, which means startups can scale their workforce based on their immediate needs. This flexibility saves costs because startups don’t have to hire full-time employees.
It also reduces the risks of having too many or too few staff members. Using an IT staffing company, startups can efficiently meet their changing IT needs and stay agile.
4. Faster Time-to-Hire
Startups need to move quickly to succeed in the market. Traditional hiring processes can take a long time, causing delays that can hold back growth. IT staffing companies speed up the hiring process by doing initial screenings and interviews for startups. They also check the qualifications and references of candidates.
This way, they provide startups with a smaller group of candidates who fit the job well. This saves a lot of time and helps startups bring in the right people faster.
5. Enabling Startups to Concentrate on What They Do Best
Small businesses face many challenges and have many tasks to handle. If they take time away from their main strengths, it can hurt their chances of growing. Small businesses can hand over finding and managing IT professionals by teaming up with an IT staffing company. This lets them concentrate on their main activities. It means they can put their time and money into creating new and exciting products, building good customer relationships, and growing their business overall.
By partnering with an IT staffing company, startups can focus on their core competencies, save time and resources, and quickly bring in the right IT professionals. If you’re a startup looking to scale your IT team and drive growth, consider partnering with Arokia IT, a leading IT staffing company that can connect you with top-notch IT talent.
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Will AI transform the market for web design in London?
Many industries have been transformed by artificial intelligence, and web design is no exception. There is considerable interest in how AI will change the web design business in London, where the tech environment is blooming. We will look at how it could affect web design in London in this post.
How is Artificial Intelligence related to web design?
First, it’s critical to comprehend what artificial intelligence is and how it relates to web design. When a machine is built to learn from data and make judgments based on that learning, it is said to have artificial intelligence. A-I may be used in web design to analyze user data and behavior, then provide customized designs based on that data.
– The development of chatbots
The development of chatbots is one area of web design that has already had an influence. AI-powered software tools called chatbots may converse with people and provide advice or information. Many companies in London have deployed chatbots on their websites to enhance customer service and engagement as they have grown in popularity over the last few years.
– Usage of machine-learning algorithms
Using machine learning algorithms is another way AI is changing site design. To create individualized website designs, machine learning algorithms may analyze user data and behavior to spot patterns and trends. This enables companies to design websites that are customized to the unique requirements and tastes of their visitors, thus increasing engagement and conversion rates.
– Enhancing website performance
AI may be used to enhance website performance in addition to creating customized website designs. AI-powered technologies, for instance, may analyze website performance and pinpoint areas for improvement, including optimizing pictures or simplifying the code. This may result in quicker load times and a better user experience in general.
– The design of a website
Of course, there are worries about how it will affect site design. One worry is that AI-powered tools can prevent site designers from being innovative and creative. Designers may become less ready to take chances and attempt new things if they depend too much on AI-generated designs. Furthermore, there is a chance that AI-generated designs may grow to resemble one another, making it difficult to distinguish across websites.
– Replacing human designers
The possibility for AI to completely replace human designers is another issue. It may undoubtedly help designers in their job, but it is doubtful that it will ever totally replace their originality and intuition. Additionally, there is a chance that firms may stop needing as many designers on staff as a result of AI-powered web design tools, which might result in job losses in the sector.
Despite these reservations, it is probable that A-I will keep playing a significant role in web design in London and elsewhere. The ability to create even more individualized and efficient website designs will increase as AI-powered technologies grow more complex and powerful. To guarantee that A-I is utilized in a manner that fosters innovation and creativity rather than constraining it, it is crucial for companies and designers to approach it cautiously.
– Understanding the ethical issues
There are ethical issues to take into account when it comes to web design in addition to the before listed worries. One worry is that designs produced by A-I can reinforce prejudices and preconceptions, especially if the data being analyzed is not sufficiently varied. For instance, a machine learning algorithm may produce designs that are more attractive to one demographic while neglecting the demands and preferences of other groups if it is trained on a dataset that is mostly composed of white male consumers.
– Role that designers and developers will have to play
Designers and developers must actively try to ensure that their datasets are varied and representative while also being cognizant of the limits of AI in order to handle these issues. Additionally, by carefully analyzing and analyzing the data, they should attempt to reduce any possible biases that may be present.
– It can also revolutionize the web design industry in London
Despite these obstacles, there are several chances for A-I to revolutionize the London web design sector. The creation of AI-powered design tools that may make designers’ jobs easier and more productive is one possible avenue for progress. It may be used, for instance, to automate monotonous activities like picture resizing or code optimization, freeing up designers to concentrate on more imaginative and strategic work.
– Voice-enabled interfaces
The creation of voice-enabled interfaces is another area where A-I may have a significant influence. Businesses will need to change their websites to be voice-friendly as more customers engage with web pages via voice assistants like Alexa or Siri. Even for consumers who are not used to using speech technology, designers may develop voice interfaces that are simple and straightforward with the aid of AI-powered tools.
– Enhancing accessibility
Finally, A-I can assist companies in making their websites more accessible. A-I can identify locations where people with impairments may have trouble navigating the site or accessing information by analyzing user data and behavior. The site may then be made more accessible for all users by implementing design improvements that boost accessibility.
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Java Full Stack Vs. Python Full Stack: Which one to choose?
Full stack development has become increasingly popular, allowing developers to create complete web applications encompassing front-end and back-end components. The most popular full stack programming languages are Python and Java, each with advantages and disadvantages.
Java is a secure and scalable language commonly used for enterprise-level applications. In contrast, Python is famous for start-ups and smaller web applications because of its simplicity and usability. However, with both languages having advantages, it can take time to determine which one to choose.
This article will explain Java Full Stack vs. Python Full Stack and compare the pros and cons of each. We’ll also explore the factors to consider when choosing between the two and discuss the market demand and job opportunities for each. Once you’ve finished reading this article, you’ll better know which language would be the most incredible fit for your full stack development needs.
Comparison of Java Full Stack and Python Full Stack:
Regarding full-stack development, Java and Python are two popular choices among developers. So let’s examine the comparison in more detail.
- Back-end Development: Java Full Stack uses Java for back-end development, while Python Full Stack uses Python for back-end development. Java is a popular option for enterprise-level applications because of its reputation for reliability, security, and scalability. On the other hand, Python is renowned for being easy to learn and use, making it a popular choice for startups and smaller web applications.
- Speed: Java is faster than Python, which makes it a preferred choice for high-performance applications. However, Python is still fast enough for most web applications.
- Community Support: Both Java and Python have large and active developer communities, but Python’s society is more extensive and diverse, providing a more comprehensive range of tools, frameworks, and libraries for full stack development.
- Learning Curve: Java is more complex than Python and requires more time and effort to learn, while Python has a shorter learning curve and is easier to understand.
The decision between Java Full Stack and Python Full Stack depends on the particular requirements and project objectives. Both have advantages and downsides. Therefore, developers must carefully consider scalability, security, ease of use, and available resources before deciding.
Pros and Cons of Java Full Stack Development:
Java Full Stack development is popular among developers due to its robustness, security, and scalability. However, like any other programming language, Java Full Stack has pros and cons. Let’s take a closer look at them.
- Security: Java is a well-liked option for enterprise-level applications that demand high security because of its reputation for security features.
- Scalability: Java is perfect for applications anticipated to grow over time because of its ability to manage massive volumes of data and traffic.
- Versatility: Java can be used for a wide range of applications, from web to mobile app development, making it a versatile language.
- Rich Libraries: Java has a vast collection of libraries and frameworks, making it easy to develop complex applications.
- Multithreading: Java’s capabilities allow for faster and more efficient application development.
- Complexity: Java is a complex language that requires developers to have a strong understanding of programming concepts.
- Slower Development: Java’s complex syntax and architecture can slow development.
- Limited Flexibility: Java’s front-end development is more flexible than other languages, making it difficult to customize and design web interfaces.
- Memory Management: Java’s automatic memory management can sometimes cause performance issues in large applications.
- Learning Curve: Java is more demanding than most languages, which might be difficult for novices.
Pros and Cons of Python Full Stack Development:
Python Full Stack development is popular among developers due to its simplicity, ease of use, and flexibility. However, like any other programming language, Python Full Stack has pros and cons. Let’s take a closer look at them.
- Ease of Use: Python has a simple and easy-to-understand syntax, making it a popular choice among beginners.
- Flexibility: Python is used for various applications, from web development to data science.
- Large Community Support: Python has a large and active developer community, providing a wide range of tools, frameworks, and libraries for full stack development.
- Speed of Development: Python’s simplicity and ease of use allow for faster development, making it a popular choice for startups and smaller web applications.
- Integration with Other Languages: Python can easily integrate with other languages, making it easier to develop complex applications.
- Performance: Python is slower than other languages, which may make it unsuitable for applications that require high performance.
- Limited Scalability: Python may need help to handle large amounts of data and traffic, making it less suitable for enterprise-level applications.
- Limited Libraries: Python has a smaller library collection and frameworks than other languages, which may limit its functionality.
- Multithreading: Python’s multithreading capabilities are limited, which may cause performance issues in some applications.
- Dynamic Typing: Dynamic typing in Python occasionally results in problems that are challenging to find and correct.
Which One to Choose: Factors to Consider
When deciding between Java Full Stack and Python Full Stack development, there are several factors that developers should consider.
- Firstly, developers should consider the specific needs and requirements of their projects. For example, Java Full Stack development may be the better choice if the project requires high security and scalability. On the other hand, if the project requires flexibility and ease of use, Python Full Stack development may be the better option.
- Secondly, developers should consider the existing knowledge and expertise of their team. For example, if the unit is already proficient in Java, sticking with Java Full Stack development may be easier and more efficient. Similarly, if the team has experience with Python, Python Full Stack development may be the better choice.
- Thirdly, developers should consider each language’s available resources, such as frameworks, libraries, and tools. For example, Java has a vast collection of libraries and frameworks, while Python has a smaller but still significant collection.
Ultimately, the choice between Java Full Stack and Python Full Stack development will depend on the specific needs and requirements of the project, as well as the existing knowledge and resources available to the development team.
The choice between Java Full Stack and Python Full Stack development depends on various factors, such as project requirements, team expertise, and available resources. Java Full Stack offers security, scalability, and versatility, while Python Full Stack offers ease of use, flexibility, and a large community.
For those interested in pursuing a career in full stack development, Java Full Stack Developer courses and Python Full Stack Developer courses are available to help individuals gain the necessary skills and knowledge to become proficient in these languages. These courses cover front-end development, back-end development, database management, and software testing, preparing individuals for a career in full stack development.
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What Is WhatsApp Plus And How You Can Install WhatsApp Plus Apk
WhatsApp Plus is a modified version of the popular messaging app, WhatsApp. It offers a range of additional features and customization options that are not available on the original app. In this article, we’ll explore what WhatsApp Plus is and how you can install it on your device.
What is WhatsApp Plus?
WhatsApp Plus is a third-party app that has been developed by independent developers. It is not an official app and is not supported by WhatsApp. The app offers various customization options and features that are not available on the original WhatsApp.
Some of the features of WhatsApp Plus include:
- Customization options for the user interface, including themes, colors, and fonts.
- The ability to send larger files, such as videos, music, and documents.
- The option to hide your online status and last seen timestamp.
- The ability to disable read receipts and typing indicators.
- The option to use multiple WhatsApp accounts on the same device.
How to Install WhatsApp Plus APK?
Before you can install WhatsApp Plus APK, you need to enable the “Unknown Sources” option on your device. This option allows you to install apps that are not available on the Google Play Store. To enable this option, go to your device’s settings, then “Security” or “Privacy,” and find the “Unknown Sources” option. Enable it by toggling the switch to the right.
Once you’ve enabled Unknown Sources, follow these steps to install WhatsApp Plus APK:
Step 1: Download WhatsApp Plus APK
The first step is to download the latest version of WhatsApp Plus APK from a reliable source. There are various websites and forums that offer WhatsApp Plus APK. It’s important to make sure that you download the latest and official version of the app to ensure that you get all the features and updates.
Step 2: Back up your chats
Before you install WhatsApp Plus, it’s important to back up your chats to avoid losing your conversations. To do this, open WhatsApp, go to “Settings,” then “Chats,” and select “Chat Backup.” Tap on “Back Up Now” to create a backup of your WhatsApp chats.
Step 3: Install WhatsApp Plus APK
Once you’ve downloaded the APK file, locate it in your device’s file manager or downloads folder. Tap on the file to start the installation process. Follow the prompts on the screen to install the app on your device. The installation process should only take a few minutes.
Step 4: Set up WhatsApp Plus
Once WhatsApp Plus is installed on your device, open the app and follow the on-screen prompts to set it up. You’ll need to provide your phone number and verify it through a code that you’ll receive via SMS. Once your number is verified, you’ll be able to set up your profile and start using the app.
Step 5: Restore your WhatsApp chats
If you want to restore your WhatsApp chats, you can do so by following these steps:
- Open WhatsApp Plus and go to “Settings.”
- Tap on “Chats” and then “Chat backup.”
- Tap on “Back Up Now” to create a backup of your WhatsApp Plus chats.
- After the backup is complete, uninstall WhatsApp Plus from your device.
- Install WhatsApp and set it up.
- During the setup process, WhatsApp will prompt you to restore your chats from a backup. Select “Restore” and choose the backup you just created in WhatsApp Plus.
WhatsApp Plus is a modified version of the popular messaging app, WhatsApp, that offers a range of additional features and customization options. It’s important to note that WhatsApp Plus is not an official app, and WhatsApp may not support it. Therefore, downloading and using WhatsApp Plus is at your own risk. Additionally, make sure to back up your WhatsApp chats before installing WhatsApp Plus
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