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Computer vision

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We are a team passionate about technology and Computer Vision methods.

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.

NOS SOLUTIONS D'IA AU SERVICE DE LA Computer vision

Our publications

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A step further with DocReview, our AI solution…

DocReview, one of Sia Partners' AI solutions, automatically reads thousands of documents of any format (pdf, scan, etc.) and extracts the key information they contain.

2023

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Open data in France, an opportunity for fine…

While AIs continue to break new records, a quieter revolution is taking shape in the Big Data sphere: the open data revolution.

2023

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AI to automate regulatory analysis

Analysis of regulatory texts using a Pattern Recognition method in Python

2023

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See our publications

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