When it comes to artificial intelligence (AI) projects, quality assurance is essential. However, there’s a difference between testing in AI projects and in other software projects.
Like humans, artificial intelligence (AI) solutions aren’t always fair and free from prejudice. Reflecting the preferences and preconceptions of their creators, AI models become biased and produce incorrect predictions, often causing problems and...
More and more developers are considering applying deep learning to real-world problems. Deep learning has skyrocketed in popularity in recent years, solving issues in various fields including medicine. In particular, neural networks can be used to...
It was only a matter of time before attempts at combining artificial intelligence (AI) and the blockchain appeared. The immutability of data, security of the trustless environment, and decentralized power provided by blockchain technology can be...
Emotions are the key to understanding human interactions, especially those conveyed with facial expressions. Communication Theory by C. David Mortensen shows that we understand only one-third of other people’s feelings from their words and tone of...
Artificial intelligence (AI) technologies open new horizons for organizations from different industries. With the help of AI, you can process huge sets of data at high speed, analyze visual, audio, and text content to extract specific features, and...
In one of our previous posts, we discussed the problem of classifying separate images. When we tried to separate a commercial from a football game in a video recording, we faced the need to make a neural network remember the state of the previous...
Moving object detection is an essential component for various applications of computer vision and image processing: pedestrian detection, traffic monitoring, security surveillance, etc. Though the latest moving object detection methods provide promising...
Artificial intelligence and neural networks are bringing image processing to a whole new level. Processes that used to take days or weeks can now be performed in a matter of hours. But some ambitious people, including Apriorit developers, are going even...
Action detection is one of the most challenging tasks in video processing. It can be useful in security systems and closed-circuit television (CCTV), emotion and gesture tracking, sport event analytics, behavior observation, statistics gathering, etc.
Did you know that a set of computer algorithms can process a video stream in a way that allows them to detect criminal activity, control traffic jams, and even automatically detect events in sports broadcasts? Thanks to the application of machine...
Modern Artificial Intelligence (AI) applied to image processing can help you implement face recognition functionalities, detect and recognize objects and actions in images and video, run visual search, and so on.
At Apriorit, we have significant expertise in developing embedded systems and embedded software based on field-programmable gate array (FPGA) technology. The flexible, reusable nature of FPGAs makes them a great fit for different applications, from...
Our developers have a keen interest in using image recognition technologies for various purposes. Convolutional neural networks (CNNs) and machine learning solutions like ImageNet, Facebook facial recognition, and image captioning have already achieved...
Passwords are commonly used for authenticating with websites and online services. While several years ago a strong password was enough to secure a user’s account, however, now hackers can quickly crack any password using machine learning.
Data mining is the process of identifying patterns in large datasets. Data mining techniques are heavily used in scientific research (in order to process large amounts of raw scientific data) as well as in business, mostly to gather statistics and...
An increasing number of unknown threats are forcing the cybersecurity companies to find new approaches to data protection. Market experts are looking to the use of artificial intelligence and machine learning algorithms for cybersecurity as one of the...
In recent years, there's been a growing interest in machine learning technology, as it can provide a competitive advantage for companies in almost any industry. This increased interest in machine learning has boosted a demand for software based on this...
With the advent of AI, machine learning, and automation, computer vision becomes all the more relevant. At Apriorit, we build an expertise of working with computer vision as a part of working on a new set of projects involving AI and machine learning.
CUDA is a parallel computing platform developed by Nvidia for its graphics processing units. By using CUDA API, developers can retool GPUs to perform general purpose calculations. GPUs excel in algorithms that require processing large amount of data in...
 

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