Vadym
Artificial Intelligence Team
ML Engineer
As part of the Apriorit team, I aim at providing firsthand insights on tech and business, focusing on the true value of technologies and concepts and discussing pros and cons of applying them in IT projects.
More articles from author
Artificial Intelligence for Image Processing: Methods, Techniques, and Tools
Today’s image processing solutions powered by artificial intelligence (AI) can do things that were unimaginable a few years ago. Advanced authentica...
Artificial Intelligence in the Automotive Industry: 6 Key Applications for a Competitive Advantage
Artificial intelligence (AI) technologies have made the futuristic idea of self-driving cars a reality. Today, automotive industry leaders including B...
Applying Deep Learning to Classify Skin Cancer Types
More and more developers are considering applying deep learning to real-world problems. Deep learning has skyrocketed in popularity in recent years, s...
Action Detection Using Deep Neural Networks: Problems and Solutions
Action detection is one of the most challenging tasks in video processing. It can be useful in security systems and closed-circuit television (CCTV...
Improving the Performance of Mask R-CNN Using TensorRT
Our developers have a keen interest in using image recognition technologies for various purposes. Convolutional neural networks (CNNs) and machine lea...
Machine Learning vs Deep Learning – Which to Apply for Your Project?
The terms machine learning and deep learning are often used interchangeably. However, their capabilities and therefore their applications are differen...
File System Virtualization – The New Perspective, part 1
At Apriorit, we developed several custom Windows and Linux virtual file system implementations, and so we decided to share our knowledge on the topic...
ROP Chain. How to Defend from ROP Attacks (Basic Example)
Software is never made perfect and developers can never account for everything. There will always be errors and misses, some of them more prominent th...