The use of Artificial Intelligence (AI) has been a big hit in science-fiction films, and it used to be something of a myth. But in recent years, the situation has changed. Artificial Intelligence has been thrust into the spotlight. What are the possibilities offered by the development of advanced image processing algorithms & AI? 

What image processing algorithms does Imasolia develop? For which applications?

Machines are becoming more and more powerful. Thanks to the development of advanced image processing algorithms and AI, computers have the ability to : 

• recognize characters
• detect faces
• detect and track objects
• detect events to understand scenes
• ... 

Imasolia has already developed a wide range of projects. It can handle a wide range of missions based on the use of advanced algorithms. In particular, it can design :

• fault detection
• image classification
• image enhancement
• deep learning
• 2D/3D object tracking
• colorimetry
• ...

What types of project? Who can request our services?

Whatever your project, we can help. We can produce: a mock-up, a prototype, specific development, embedded product development, etc.

Professionals from a wide range of sectors can benefit from Imasolia's services: defense, agri-food, automotive, etc...

In the agri-food sector, such as winegrowing 

Due to global warming, viticulture is undergoing a major revolution. As temperatures rise, wines can have an alcohol content of over 15°. With the ability to quantify the final evolution of grape ripening, it's more practical to predict the final alcohol content. 

Winegrowers therefore need a tool to monitor ripening. It will also enable them to monitor vine health. It's a way of making viticulture more efficient. Specific tools make it easier to treat large numbers of berries. They will also enable effective monitoring of ripening before harvest. With this project, AI takes into account : 

• colorimetry for ripening
• appearance defects for sanitary condition
• diameter, volume and compactness for production

In the automotive field

With one of our partners, we have already had the opportunity to design and develop a fully automated software package dedicated to license plate reading. Once the plates have been identified, the software extracts and analyzes the vehicle data. Thanks to AI, it is then possible to analyze images in real time. This makes it easier to access the necessary information. The more cameras there are, the greater the chance of success. When analyzing images, it is necessary to refer to certain data such as: make, model, size, color, license plate, etc.

In the surveillance field

Animals may be endangering safety in certain areas. An AI model can be developed to detect threats such as wolves, or areas where potential prey (sheep, goats, etc.) congregate.

In the medical field

Because of the global pandemic, wearing a mask has become mandatory in public places and enclosed spaces. It is possible to distinguish between people wearing masks and those who are not. The image analysis method used is based on Deep Learning. The algorithm will analyze whether the person is evading the mask rule.

First of all, the computer must be taught to distinguish between a naked face and one wearing a mask. To do this, the images of faces wearing masks must be annotated "by hand". The annotation must be simple and precise. After assimilating numerous images as part of its training, the computer is able to determine which faces are actually wearing masks. The neural network assimilates the information to which it has access. The larger the database, the more powerful the tool. The automatic mask detection system can be integrated into a video surveillance system. It will then be possible to warn people not wearing masks with a light alert, a buzzer, etc...

Why work with Imasolia? 

Having already designed many customized solutions, we can design and develop different kinds of technologies on behalf of our customers. We have the capacity to develop highly specific applications. Thanks to our skills and experience, we can develop the right tool for your needs and expectations. The algorithms we propose are qualified on test cases. They are then ported to optimized platforms (GPU, TPU, etc.). As specialists in hardware optronics, we are well aware of the importance of an effective and relevant algorithm. We'll make sure we don't let you down. You'll be served by high-performance, efficient professionals.

The development of advanced image processing & AI algorithms can be of invaluable help to your business, whatever its size. Whatever the field - administration or commerce - Imasolia has the essential keys. We can implement a customized solution for your project. All you have to do is show us your specifications. We'll give you all the help you need to design a customized solution tailored to your needs and expectations. Just contact us!