It’s been five years since ISS Art agency started to focus on AI software solutions development and integrations. This is a great time to look back and think whether this trend in custom software development is still relevant or we should completely go into something more trendy like web3 or back to classic web/mobile development focus.
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A Graph Neural Networks (GNN) is a class of artificial neural networks for processing graph data. Here we need to define what a graph is, and a definition is a quite simple – a graph is a set of vertices (nodes) and a set of edges representing the connections between the vertices. There are many data sources which produce data that can be organically presented in a graph form. For example, we can consider social network users as graph vertices where two vertices are connected if corresponding users are friends.
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A recent study has shown that a lack of skilled talent is the top hiring challenge, as 87% of HR professionals say that there were few qualified applicants for the positions they were trying to fill.
This is the reason why there’s currently a war for talent raging on, and companies have to go out of their way in order to attract and keep skilled people.
The screening and hiring processes are also complex and challenging. Companies receive avalanches of CVs for every vacant position, and it’s time-consuming to review every single one of them.
However, thanks to artificial intelligence (AI) and HR software, it’s much easier to find and hire the right person for the job.
Cracks on the surface are a major defect in concrete structures. Early crack detection allows preventing possible damage. There are various approaches to solving this problem. It can be manual inspection or automatic detection methods. But nowadays automatic detection methods include not only laser testing and radiographic testing. Progress in neural networks and computer vision allows us to use image processing for concrete surface crack detection.
In this article, we will share our approach to solving the problem mentioned above.
If you’re looking to hire a development firm, the evaluation process can be long and tedious. After all, there’s a lot to consider — does the company have a strong record for delivering projects on time? How do they handle project management? And do they have experience building similar solutions to the one you need?
Fortunately, Clutch will answer all of these questions and make the complex and stressful hiring process a thing of the past. Clutch is hugely respected within the B2B space for connecting small, mid-market, and enterprise businesses with service providers that fit their needs. The market research firm cuts through disorganized market research by collecting client feedback and analyzing industry data. Using this information, Clutch highlights top firms in various industries. Recently our company got featured among Top AI Developers.
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