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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

Ai Abstract Art

Generative.AI

Data Science & AI expertise combined with consulting services enable customers to embrace all aspects of Generative AI.

1 Our Generative AI Approach
2 Generative AI at a glance
3 Use cases for Generative AI
4 How should companies prepare for Generative AI adoption?

2024

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Ai Abstract Art

SiaGPT : Harness the Power of Generative AI to…

An on-demand SaaS product designed to expedite consulting workflows. By harnessing the power of Generative AI, the tool offers a cutting-edge information extractor, and intuitive prompt interface.

Original Atricle: https://www.sia-partners.com/en/trending-insights/siagpt

2024

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Ai Abstract Art

2024 Key Technology Trends

The introduction of Chat GPT and other Large Language Models (LLMs), Generative AI (Gen AI) stands out as the dominant conversation in 2023.
Original Article: https://www.sia-partners.com/en/insights/publications/2024-key-technology-trends

2024

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