Go to main section
Pattern recognition or image and pattern recognition
5 min read

Pattern recognition or image and pattern recognition

One of the areas of machine learning that we do at Whiteaster is the recognition of 3D images and objects. How is this technology created and in which industries is image recognition used?

Pattern recognition or image and pattern recognition
Machine Learning

One of the areas of machine learning that we do at Whiteaster is the recognition of 3D images and objects. How is this technology created and in which industries is image recognition used?

How does image recognition technology work?

The first stage is image acquisition. Then the image is analysed and the characteristics of the image are determined. This is a very important stage, because image description algorithms cannot (generally) struggle with the millions of pixels that make up the original image, but they need to get an interpretable representation of the image as a single point in the feature space.

The next step is to find a proper image description in the form of a properly selected mathematical formula. Finally, the proper recognition of the image and the related decision follows.

This is a classic approach to the subject of image classification recognition of patterns. Currently, the model of revolutionary networks is used, where the selection of essential features is done on its own at the stage of learning the network (the network learns the selection of features and their classification).

Where is image recognition useful?

Face recognition in public spaces.

The systems are used, for example, in shops, using CCTV cameras to minimise the losses associated with minor thefts by recognising the faces of people previously involved in thefts. Similar systems are used at airports where the systems are able to detect the faces of people who, for various reasons, should not be on board.

Augmented reality, or augmented reality

The system would enable the pattern recognition of the building which the user takes a photo of by sending the server geolocation data from the built-in GPS receiver together with the photo taken. The server makes a list of objects which are in the vicinity and compares them with the sent photo. It then recognises the object and sends the information back to the device.

E-commerce

Mobile applications for taking pictures of products and automatically purchasing them in an online shop.
It is worth remembering that these are only some of the industries and sectors in which automatic image recognition technology is being developed. Artificial intelligence will soon dominate almost all areas of life.

Pattern recognition and machine learning

Machines also learn about sounds (e.g. speech), illnesses (to support medical diagnosis), the economic situation (to optimise financial decisions), geological formations (to find new deposits of raw materials), or social moods (to predict the results of choices).

Latest posts

Innovator of Silesia 2020

Whiteaster received a distinction in the Innovator of Silesia 2020 competition

Are Polish cities equal to smart Vienna?

Vienna is considered to be the most intelligent city in the world. The high standard of living in Austria's smart city is primarily the result of efficient management.

PROsystem. Application supporting the implementation of projects and publication of information.

The projects implemented by the City are a subject of keen interest to a wide range of residents. Investments and renovations are the basic elements of urban infrastructure development.

Analysis of good data quality The success of any business

The data can boldly be described as 21st century oil. We call data a huge, often chaotic collection of information with invaluable business value.

Legal basis for implementation of the Open Data Portal

The construction of Open Data Portals is part of your strategy and supports the implementation of objectives related to and resulting from legal regulations and the programme of extending access to public data.

The best applications created with open data

We repeatedly say how valuable access to open data is for economic development. Thanks to public data made available in an open form, entrepreneurs introduce a number of revolutionary solutions to the market.

The brain-computer interface – what is it and what potential does it have for business?

Mind control has always been one of humanity's key dreams. Devices enabling communication and control by means of human thoughts no longer belong only to the world of science fiction, but to the current reality, which has enormous business potential.
WE WORK FOR
APA Group
Urban Lab
UM Krakow
UM Jaworzno
UM Rzeszów
deegitals
Strefa Energii
ZOO Chorzów
Tarnopol

Copyrights © 2022 Whiteaster

crafted by: mastafu design