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The Convergence of Blockchain and AI: Applications in Finance
It was only a matter of time before attempts at combining artificial intelligence (AI) and the blockchain appeared. The immutability of data, security...
AI & ML
Applying Long Short-Term Memory for Video Classification
In one of our previous posts, we discussed the problem of classifying separate images. When we tried to separate a commercial from a football gam...
Deep Learning for Overcoming Challenges of Detecting Moving Objects in Video
Moving object detection is an essential component for various applications of computer vision and image processing: pedestrian detection, traffic moni...
Using Modified Inception V3 CNN for Video Processing and Video Classification
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 p...
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...
How to Use Google Colaboratory for Video Processing
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...
FPGAs for Artificial Intelligence: Possibilities, Pros, and Cons
At Apriorit, we have significant expertise in developing embedded systems and embedded software based on field-programmable gate array (FPGA) technolo...
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...
New Password Guessing Attacks Use Machine Learning: How to Protect Against Them
Passwords are commonly used for authenticating with websites and online services. While several years ago a strong password was enough to secure a use...
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...
