Data science and Artificial Intelligence

To meet our clients’ needs, we develop more efficient Artificial Intelligence (AI) engines based on cutting-edge research innovations

Artificial intelligence, more than any other sector, displays countless possibilities for use: decision making, automatic recognition, predictive engines, etc. In order to take full advantage of this potential, we identify and combine the most high-performance technologies for you: deep learning, machine learning for image and natural language processing, Bayesian networks, etc.

Even if your data is unstructured and limited in quantity, albeit in text, image or graph form, our multidisciplinary team will assist you in coming up with the best strategy for making use of it. We are there to guide you throughout the entire project, from the data audit up to the designing of turnkey AI solutions that include custom-made algorithms.

Summary

Data engineering

While using data is always good, exploiting relevant, high-quality data is infinitely better. Since it is often unstructured, the available data is not organised in formats that can be interpreted by machines. So how can you use it in your AI projects? Our specialists make sure that your data, no matter the type or quantity, gets used according to your objectives.

In a nutshell

Data collection

Data processing

Data mining

Data capture

Pre-processing of data

Data mining

Deep learning – Computer vision

Our deep learning algorithms are specifically designed in order to allow you to use your sensor and camera data. Destined for automatic image recognition, robot vision, language processing and predictive maintenance, they allow our clients to achieve sustainable innovation.

In a nutshell

Computer vision

Machine learning

VISUAL PERCEPTION

COGNITIVE ALGORITHMS

PERCEPTION MODELLING

SENSORY EXPERIENCE

Deep-learning

Computer vision for robotics

Image recognition

Areas of application

Predictive analytics – probabilistic modelling

Probabilistic graphical models represent your complex systems based on the knowledge of your industry experts and a reduced data set. Our tailor-made models enable anomaly detection, predictive maintenance, decision-making support, etc. This AI, possessing a comprehensive logic, improves over time with increasing feedback.

In a nutshell

Process mining

Bayesian network

probabilistic graphical model

Prediction – Decision Support

Probabilistic modelling

Explainable reasoning

Probabilistic modelling

Web interfaces, applications & software

Predictive maintenance

Natural language processing

Our experts are there to guide you in making the most of your text-based and general language-based data: conversations, written correspondence, etc. We provide you with automatic text mining solutions, including the automated search and analysis of sentiments and opinions.

In a nutshell

SEMANTIC ANALYSIS

Opinion mining

Text mining

Deep learning

Machine learning

Semantic analysis

Data science – Algorithm

Perception testing and video encoding strategy

The world leaders in broadcasting call upon our experts in order to assist them in optimising image compression without impairing the quality of the user experience on their platforms. By combining bio-inspired algorithms and perception tests using sensors, they objectively analyse the performance of a fixed visual representation (image) or a moving one (video).

In a nutshell

TESTS & EXPERIMENTS

ALGORITHMS AND MODELLING

IMAGE ENCODING

Tests & experiments

Algorithms and modelling

Image encoding strategies

Application development

Our team of developers design the application layer needed to make your projects come to life. We integrate the custom-made AI engines designed by our data scientists and combine them with other technologies (augmented reality, indoor geolocation, etc.) where necessary, in order to offer you high value-added solutions that are perfectly suited to your needs

In a nutshell

Proof of concept

AI integration

Web & mobile app

Software – HMI

Innovative interfaces

POC (Proof of Concept)

Integration of AI models

UX design

Multi-media software solutions

Measurement, interfacing and visualisation tools

Augmented reality

Software – HMI

logo LS2N

Engineering at CAPACITÉS

Our Data Science and AI experts perform their engineering duties in the very research laboratories of Nantes Université themselves, most notably at LS2N. They strive to combine technical resources and scientific discovery to meet your R&D needs.

Challenges we’ve met

Need an innovative and resourceful partner?

Capacités teams inspire, harness and couple numerous cutting-edge skills covering a wide range of applications and expertise to meet all of your innovation needs with passion and commitment!

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