Analyse et quantification par IA d’accumulation de neige et de glace sur les toitures des bâtiments

L’objectif du traitement d’image des toitures des bâtiments permettra notamment d’estimer la quantité de neige et de glace cumulées sur les toits dans le but d’éviter les accumulations de poids excessifs, d’évaluer les apports d’eau liés à la fonte de neige, et de gérer les opérations de déneigement et d’entreposage de la neige. L’IA semble […]

Read More
Système de recommandations article – produits par une approche hybride de filtrage collaboratif et de similarité de contenu

La vente en ligne est devenue une composante importante pour les entreprises de vente au détail. En tant que leader mondial dans la vente d’équipement de sport, Décathlon utilise abondamment l’intelligence artificielle pour rendre son contenu web plus attrayant pour les clients. L’objectif de ce projet consiste à utiliser des techniques récentes d’apprentissage profond pour […]

Read More
Media Shop Collective Graphic Designer Internship

The Media Shop Collective is a female founded and fueled, full-service design and digital marketing agency located in Central Alberta. As a full service agency, we provide in-house branding, strategy, website design, and social media management, along with SEO and digital advertising, aligning with a brand’s strategy and desired outcomes. Media Shop Collective recognizes a […]

Read More
P2P Social Money Exchange Platform

Designing a P2P Money Exchange platform application that creates a social network based on mutual trust will help individuals trust each other and participate in deals for Peer-to-Peer money exchange. This idea focuses on eliminating the need to use escrow mechanisms and the complexities of handling extra electronic payment and money transfer transactions and mandatory […]

Read More
Evaluating effectiveness of consolidated software development productivity measures

Approximately 70% of software projects do not achieve their goals. The project team offers Conflux, a productivity tool for software project managers, to monitor their projects’ productivity, health, and quality. Conflux helps the development team to be productive, motivated, and quality-oriented and provides early signs to project management to help them avoid project failure.

Read More
From Data Cleaning, Design and Migration to Portfolio Construction for Effective Recommendations and Decision Making in the Charity Domain.

Charity donations have long been a feature of society smoothing the differences between rich and poor. In the past these donations were handled manually using a variety of ah hoc means. This continuing project aims at systematizing the donation process by implementing an online system that facilitates the connection between donors and recipients, thus enabling […]

Read More
Multi-Category Classification Confidence for AdContextualization

This project studies Machine Learning algorithms for multi-category document classification. The purpose is to effectively predict user’s behavior based on the contextualization of the advertising and the associated document and therefore, to increase the click rate and the success of a dynamical advertising campaign. Due to the nature of the World Wide Web, the feature […]

Read More
Lie Group Statistical Analysis of Human Movement

Statistical analysis of 3-dimensional motions of objects or humans is instrumental to establish how these motions differ, depending on various influences or parameters. When such motions involve no stretching or tearing, they may be described by the elements of the Special Euclidean Group. Statistical analysis of physical processes of this kind is complicated by the […]

Read More
Toward microservices: an intelligent modernization and optimization of service points location system at Hydro-Québec

This partnership project with Hydro-Québec focuses on providing a better-informed optimization for service point location and modernizing the architecture of the optimization system. Our objective is to leverage the abundant data from Hydro-Québec to build robust forecasting models that can predict the workload demand at each potential or available service point. We also aim to […]

Read More
Analyzing the MRI Data from Premature Infants

Brain segmentation is crucial for providing accurate predictions to the patients due to the information which can be extracted from it, such as the shape and size of the tissue, underdeveloped or injured regions, and annual comparative results for brain growth. Segmentation of infants’ brains currently requires deep expertise and is a labor-intensive process, typically […]

Read More