Use Cases of Computer Vision in the Sports Industry

The use of advanced CV or computer vision applications in sports ultimately allows for a highly efficient, fast, and precise analysis of actions, conditions, and environments in all possible sports events.

A naked human eye is being gradually replaced with smart algorithms that do all the cumbersome analytics automatically. These capacities may help better analyze the crucial sports event moments to get more precise scores and judge more efficiently as a whole.

Although the use of CV in professional sports mostly requires pre-recorded content of high-definition, the technology is pretty in-depth efficient in processing video of any format, coming from any device. Where in particular this form of machine processing is applied? Let’s dive a bit deeper into the topic of using content processing via computer vision in the sports industry.

Common Moments Efficiently Analyzed via CV

Besides the obvious use in the security systems most demanding for image quality (recognition of faces, dangerous objects, etc.), machine vision technologies are used in many other cases in sports:

  • training process — the in-depth analysis of captured actions in swimming, gymnastics, athletics, skiing, and other sports where the technique of performing movements matters the most;
  • refereeing — 3D simulations and video inspection of the offsides, outs, goals, photo finish in mass races; all;
  • the rates of player activity during events — for instance, in tennis, the dynamics of players can be captured and analyzed based on their movements and even slight gestures;
  • ball (puck, you name it) trajectories — these can be analyzed as well as predicted for further in-depth analytics;
  • action camera stabilization and smart focus — artificial intelligence in sports allows for real-time smoothing out of action frames and automated focus based on the density of activity and target actions in the field.

These are just some general capabilities modern sports events organizers get to employ. Let’s take a look at a bunch of particular cases in a bit greater detail.

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Use Cases of Computer Vision in the Sports Industry
Gerhard  Brink

Gerhard Brink

1624076580

Top 3 Big Data Use Cases in Retail Industry

Something a lot of people don’t know, and the ones who do know still have difficulty believing, is the fact _Data _has become the most valuable resource on earth, overtaking oil.

The dawn of the digital age has given rise to Big Data. Every day, billions of people on the internet create 2500 trillion bytes of data, with over 682 million tweets and social media posts.

People love to share their likes, dislikes, experiences, preferences and moreover the internet so there is a good chance that a company can figure out everything they want to know about an individual and whether he or she is a prospective customer or not just by looking at their social media profiles. Read more about the interesting projects in big data.

While analyzing the data of one person might seem easy, there are so many factors that making wrong predictions about a person’s purchasing behavior is also quite possible. This probability of making the wrong predictions grows exponentially large. This is where big data analytics comes into the picture.

To oversimplify, big data analytics is basically making understandable music out of the loud screaming sound that is made by people of the internet.

Big data analytics helps companies find patterns and trends in the behaviors of a particular section of people and thus make better predictions and projections based on this data.

#big data #top 3 big data use cases in retail industry #top 3 big data #cases in retail industry #retail industry

Computer Vision using Mediapipe

Computer vision can be defined as a field of artificial intelligence that trains computers to interpret and understand the visual world. Using digital images from cameras and videos and deep learning models, machines can accurately identify and classify objects and then react to what they “see.”

Computer vision is an interdisciplinary scientific field that deals with how computers can gain high-level understanding from digital images or videos.

In today’s world computer vision is very useful in many fields such as — :

*_ Inventory management — : _**In the case of inventory management, the applications can be in the field of security camera image analysis where a computer vision algorithm can generate a very accurate estimate of the items available in the store. Another field can be Analyzing the use of shelf space to identify suboptimal configurations.

* **Manufacturing — : **In the Field of manufacturing Computer vision can help in **predictive maintenance **of the machines.

*** Healthcare — : In the field of healthcare computer Vision can be used in medical image analysis.** Images from CT scans and X-rays are analyzed to find anomalies such as tumors or search for signs of neurological illnesses.

* **Autonomous vehicles — : **The field of computer vision plays a central role in the domain of autonomous vehicles since it allows them to perceive and understand the environment around them in order to operate correctly. One of the most exciting challenges in computer vision is object detection in images and videos. This involves locating a varying number of objects and the ability to classify them, in order to distinguish if an object is a traffic light, a car, or a person, as in the video below.

#computer-vision #opencv #mediapipe #anaconda-navigator #python #computer vision using mediapipe

Elton  Bogan

Elton Bogan

1602383848

5 Game-Changing Computer Vision Applications in Sports

On the one hand, sports are an engaging type of entertainment that connects different cultures around the world. On the other hand, many types of sports are often complex multidimensional systems that incorporate a plethora of data points that make one team or athlete better than the other. AI-enabled technologies like computer vision are poised to have an impact on all parts of this equation.

Let’s see how the use of computer vision software in sports is changing fans’ viewing experience and impacts the ways athletes analyze their performance.

Improving Analytics

In many team sports, in-depth analytics enable teams to have the edge in strategy, scouting, and performance benchmarking. Conventional game statistics that provide dry summaries of goals, assists, and shots are not sufficient to understand the performance on a granular level. With AI and computer vision, we can now understand the root cause of a game outcome, be it a specific player’s condition or move.

#sports #computer-vision #ai #sports-tech #artificial-intelligence

Why Use WordPress? What Can You Do With WordPress?

Can you use WordPress for anything other than blogging? To your surprise, yes. WordPress is more than just a blogging tool, and it has helped thousands of websites and web applications to thrive. The use of WordPress powers around 40% of online projects, and today in our blog, we would visit some amazing uses of WordPress other than blogging.
What Is The Use Of WordPress?

WordPress is the most popular website platform in the world. It is the first choice of businesses that want to set a feature-rich and dynamic Content Management System. So, if you ask what WordPress is used for, the answer is – everything. It is a super-flexible, feature-rich and secure platform that offers everything to build unique websites and applications. Let’s start knowing them:

1. Multiple Websites Under A Single Installation
WordPress Multisite allows you to develop multiple sites from a single WordPress installation. You can download WordPress and start building websites you want to launch under a single server. Literally speaking, you can handle hundreds of sites from one single dashboard, which now needs applause.
It is a highly efficient platform that allows you to easily run several websites under the same login credentials. One of the best things about WordPress is the themes it has to offer. You can simply download them and plugin for various sites and save space on sites without losing their speed.

2. WordPress Social Network
WordPress can be used for high-end projects such as Social Media Network. If you don’t have the money and patience to hire a coder and invest months in building a feature-rich social media site, go for WordPress. It is one of the most amazing uses of WordPress. Its stunning CMS is unbeatable. And you can build sites as good as Facebook or Reddit etc. It can just make the process a lot easier.
To set up a social media network, you would have to download a WordPress Plugin called BuddyPress. It would allow you to connect a community page with ease and would provide all the necessary features of a community or social media. It has direct messaging, activity stream, user groups, extended profiles, and so much more. You just have to download and configure it.
If BuddyPress doesn’t meet all your needs, don’t give up on your dreams. You can try out WP Symposium or PeepSo. There are also several themes you can use to build a social network.

3. Create A Forum For Your Brand’s Community
Communities are very important for your business. They help you stay in constant connection with your users and consumers. And allow you to turn them into a loyal customer base. Meanwhile, there are many good technologies that can be used for building a community page – the good old WordPress is still the best.
It is the best community development technology. If you want to build your online community, you need to consider all the amazing features you get with WordPress. Plugins such as BB Press is an open-source, template-driven PHP/ MySQL forum software. It is very simple and doesn’t hamper the experience of the website.
Other tools such as wpFoRo and Asgaros Forum are equally good for creating a community blog. They are lightweight tools that are easy to manage and integrate with your WordPress site easily. However, there is only one tiny problem; you need to have some technical knowledge to build a WordPress Community blog page.

4. Shortcodes
Since we gave you a problem in the previous section, we would also give you a perfect solution for it. You might not know to code, but you have shortcodes. Shortcodes help you execute functions without having to code. It is an easy way to build an amazing website, add new features, customize plugins easily. They are short lines of code, and rather than memorizing multiple lines; you can have zero technical knowledge and start building a feature-rich website or application.
There are also plugins like Shortcoder, Shortcodes Ultimate, and the Basics available on WordPress that can be used, and you would not even have to remember the shortcodes.

5. Build Online Stores
If you still think about why to use WordPress, use it to build an online store. You can start selling your goods online and start selling. It is an affordable technology that helps you build a feature-rich eCommerce store with WordPress.
WooCommerce is an extension of WordPress and is one of the most used eCommerce solutions. WooCommerce holds a 28% share of the global market and is one of the best ways to set up an online store. It allows you to build user-friendly and professional online stores and has thousands of free and paid extensions. Moreover as an open-source platform, and you don’t have to pay for the license.
Apart from WooCommerce, there are Easy Digital Downloads, iThemes Exchange, Shopify eCommerce plugin, and so much more available.

6. Security Features
WordPress takes security very seriously. It offers tons of external solutions that help you in safeguarding your WordPress site. While there is no way to ensure 100% security, it provides regular updates with security patches and provides several plugins to help with backups, two-factor authorization, and more.
By choosing hosting providers like WP Engine, you can improve the security of the website. It helps in threat detection, manage patching and updates, and internal security audits for the customers, and so much more.

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#use of wordpress #use wordpress for business website #use wordpress for website #what is use of wordpress #why use wordpress #why use wordpress to build a website

Jones Brianna

Jones Brianna

1625485973

Fantasy Sports App Development | Fantasy Sports Software Development

Mobiweb Technologies has expertise in fantasy sports software development services. We have expertise in fantasy sports software, fantasy sports website and fantasy sports app development services.

#fantasy sports app development #fantasy sports development #fantasy sports website design #fantasy sports app development #fantasy sports developers #fantasy sports software developers