AI-based image recognition system (AI)
THE BENEFITS OF AN IMAGE RECOGNITION SYSTEM
Machine learning, pattern recognition technology, and intelligent analysis of innovations are actively used in this field.
Advances in graphics recognition have favored the ability of PCs and cell phones to "see" like humans. The latest cameras in today's environment take photos with a very wide resolution, namely above 30 megapixels, and the new applications then extract the required information from them so that they can be processed and recognized by a server.
WHAT IMAGES ARE RECOGNIZED FOR
The presence of great recognition functionality provides useful functionality for both private and commercial users.
Moderation of client content
Nowadays, picture recognition can be called one of the main and ubiquitous tasks of computer vision.
Optimized visual search
This is an important component of other, more sophisticated variants of computer detection, namely visual search.
Interactive advertising
This technology has opened up many opportunities in marketing and customer interaction.
Word processing
Text-to-image recognition technology helps analyze the content that users download.
And this is just a small part of the illustrative examples. And the point is that without image recognition, the future is unimaginable. Humanity has already fully experienced the functioning of neural networks in image recognition, mainly in the spheres of leisure and entertainment.
HOW DO PHOTO-RECOGNISING DEVICES WORK
You probably don't realize it, but our brain is an excellent system for recognition, because it is able to acquire a lot of data just from the picture it sees. It is enough to look at any image to describe what is reflected in it: a tube of mayonnaise, our favorite friends, or our pets.
PCs are not able to simultaneously produce such volumes of data regarding pictures or photos and to do so with the same degree of accuracy yet. But the gradual development of image recognition technology suggests that this time is inevitably approaching.
How do devices recognize what is in a photo or picture? Through special algorithms embedded in convolutional neural networks, which have a unique structure designed to efficiently recognize images efficiently in automatic mode. The principle behind image recognition algorithms is that convolutional and subsampling layers are alternated. At the moment of convolution each element of the images is produced on the convolution matrix by a single fragment. The final result after summation is reflected in such a position of the output image.
The operations listed above are not actually performed directly on smartphones. Any mobile device with even the most powerful hardware only sends a picture to the server, which already processes it and checks it against the available information database. Thus, the neural network with photo recognition is deployed on the server hardware, not on the user's device. It turns out that the camera is just the eyes, and the brain, which performs the procedure of processing what it sees, is located on a server, which is very far away, possibly in another country or city.
WHAT IT GIANTS OFFER
Let's take two large IT corporations as an example.
Amazon Rekognition
Amazon Rekognition is a SaaS image recognition system that features automated photo and video analysis. It functions thanks to deep learning in two ways: based on preliminary information that Amazon collects or on data provided by the user.
The program is capable of recognizing:
- Prohibited Content;
- Objects;
- Text in video or photo;
- Man;
- Scenes;
- Actions.
Once a face has been recognized, it is subjected to high-precision analysis, making it possible to find a person's face so that it can be further analyzed, used for identification or comparison, which is required in cases where people need to be checked or counted. The system is also capable of detecting moods based on external signs.
There is also an additional service called Custom Labels, through which it is possible to identify objects and scenes related to certain activities. For example, it is possible to generate a model to divide equipment parts into types or to find animals that need treatment. The service will build the model itself, so the user doesn't need to bother with machine learning. All the user needs to do is upload photos of scenes or objects, and then Custom Labels will take care of everything.
Google Lens and Cloud Vision
Google Lens is an image recognition application that is designed to capture data about identifiable objects. It functions through visual analysis performed by a neural network. The system allows you to improve image recognition techniques and has a wide range of possibilities.
Initially, Google Lens was a standalone application, and then it was integrated into the Android cameras. If you point the camera to an object, the app will try to identify it, scan a QR- or barcode, recognize text from the image online and then display the results of the search, pages on the Internet or other information.
In addition, Lens has been implemented in such applications as Google Assistant and Google Photos. Now the system is able to translate text from a photo, make a phone call, search for products on the Internet, recommend dishes from a pre-recognized menu, and identify plants, landmarks and animals.
Businesses and developers are actively using Google's Cloud Vision API, which makes it easy to implement image recognition algorithms to their applications to be able to identify objects in photos. The service recognizes faces, emblems, brand names, in a word, everything that is used in business. It also performs Online image text recognition.
BENEFITS TO BUSINESS FROM IMAGE RECOGNITION
There are many known image recognition techniquesThese systems will help you learn about social exchange and better connect with your customers and attract more users. These systems will help in exploring social exchange and improve the connection with customers, attract more users. Their use will enable the application to get more advanced features and go beyond smartphones. Our employees will create or implement software of any complexity, adapting it to your field of activity.
COST OF DEVELOPING AN IMAGE RECOGNITION SYSTEM
| DEVELOPMENT | CONTACT |
|---|---|
| AI-based image recognition system | from 1000 rubles/hour |
* The indicated prices are not a public offer and are subject to change. The cost is measured based on the time spent and the functionality that is required to be implemented in the system, on average, our work costs the customer from 1000 rubles/hour.
What do our clients think of our work?
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Advantages of our company
We thoroughly study the problems, consider them from all sides and quickly collect the necessary information. Then we discuss the specifics of each problem with clients and together with them make a work plan, taking into account all the wishes of customers.
There are more than 20 specialists in our team. Most of the team members have higher technical education and have been working in IT for more than three years. And we'll always answer if you have questions or need help.
We help to solve any problem related to IT: we develop programs and applications, issue tokens and develop blockchain networks. Our clients are companies, offices, small and medium-sized businesses, and financial organizations.
We develop programs in popular programming languages: Python, C++, JavaScript. That's why we can create universal solutions for any of your tasks: whether it's a program for the office, a database, an application or a blockchain network.
We are engaged in comprehensive support of ready-made products. We can extend the functionality of ready-made programs and applications, if necessary. We can also help if you need to add something to your ready-made program.
After developing a program or creating a blockchain network, we help you understand how to effectively manage the product. We support customers and help them achieve their goals with our applications.
We take a professional approach to problem solving. We create tokens and help clients bring them to market, help you create your own blockchain for your tokens. We can help if you need to configure the management of tokens you already have.
We turn any of your IT ideas into a finished working project. We have released a large number of programs and applications, provided support to a wide variety of clients and earned their trust. They turn to us for problem solving.
We develop our own blockchain networks for companies. Our programmers have excellent knowledge of Python, C++, JavaScript and can work with any storage systems. We can create a secure network or application to store any data.
We thoroughly study the problems, consider them from all sides and quickly collect the necessary information. Then we discuss the specifics of each problem with our clients, taking into account all the wishes of customers.
There are more than 20 specialists in our team. Most of the team members have higher technical education and have been working in IT for more than three years. And we'll always answer if you have questions or need help.
We develop programs in popular programming languages: Python, C++, JavaScript. That's why we can create universal solutions for any of your tasks: whether it's a program for the office, a database, an application or a blockchain network.
We help to solve any problem related to IT: we develop programs and applications, issue tokens and develop blockchain networks. Our clients are companies, offices, small and medium-sized businesses, and financial organizations.
We are engaged in comprehensive support of ready-made products. We can extend the functionality of ready-made programs and applications, if necessary. We can also help if you need to add something to your ready-made program.
After developing a program or creating a blockchain network, we help you understand how to effectively manage the product. We support customers and help them achieve their goals with our applications.
We develop our own blockchain networks for companies. Our programmers have excellent knowledge of Python, C++, JavaScript and can work with any storage systems. We can create a secure network or storage application.
We turn any of your IT ideas into a finished working project. We have released a large number of programs and applications, provided support to a wide variety of clients and earned their trust. They turn to us for problem solving.
We thoroughly study the problems, consider them from all sides and quickly collect the necessary information. Then we discuss the specifics of each problem with clients and together with them make a work plan, taking into account all the wishes of customers.
There are more than 20 specialists in our team. Most of the team members have higher technical education and have been working in IT for more than three years. And we'll always answer if you have questions or need help.
We help to solve any problem related to IT: we develop programs and applications, issue tokens and develop blockchain networks. Our clients are companies, offices, small and medium-sized businesses, and financial organizations.
After developing a program or creating a blockchain network, we help you understand how to effectively manage the product. We support customers and help them achieve their goals with our applications.
We develop programs in popular programming languages: Python, C++, JavaScript. That's why we can create universal solutions for any of your tasks: whether it's a program for the office, a database, an application or a blockchain network.
We take a professional approach to problem solving. We create tokens and help clients bring them to market, help you create your own blockchain for your tokens. We can help if you need to configure the management of tokens you already have.
We are engaged in comprehensive support of ready-made products. We can extend the functionality of ready-made programs and applications, if necessary. We can also help if you need to add something to your ready-made program.
We develop our own blockchain networks for companies. Our programmers have excellent knowledge of Python, C++, JavaScript and can work with any storage systems. We can create a secure network or application to store any data.
We turn any of your IT ideas into a finished working project. We have released a large number of programs and applications, provided support to a wide variety of clients and earned their trust. They turn to us for problem solving.