Computer vision

The Lab's missions

To develop solutions at the cutting edge of innovation, we work on a technology watch, the implementation of new algorithms via concrete use cases and the evaluation of their results.

From the processing of images (especially satellite images) and pre-processed videos, our Computer Vision laboratory has been able to provide innovative answers to several problems such as classification, detection, ensembling, and visualization.

Our research topics

Classification

Scan an area and estimate the photovoltaic potential of the buildings in it. This is done by associating the results of a detection with the solar radiation data available on the Indrabot.

Detection

A pipeline for detecting car breakdowns. By combining advanced detection algorithms based on deep learning (YOLOv5, EfficientDet...) and more classical approaches (morphological transforms, Hough transform...)

Ensembling

Improve our performance on wild deposit detection by developing ensembling methods (AND, OR, WBF, etc.)

Visualisation

Challenge Everest, which objective was to detect dangerous positions on the ski lifts of a ski resort from video files.

Our publications

- Energy transition

Leveraging data to drive your EV charging station…

How a data driven approach can make effective public EV charging infrastructure deployment possible

2022

- Financial Services & Compliance

AI to boost your physical network’s business…

Banks are facing significant challenges in their branches network: how to guarantee and deliver the best customer service while facing a decrease in frequentation and the need to reduce costs?

Through this use case, discover the AI solution we have developed to answer this question.

2022

- Government

Actors, security, and privacy: should you be…

What are the issues to deal with more actors and improved resolutions?

2022

See our publications

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