AI-Powered Activity Recognition with CUDA

Fermé
Contact principal
Gold Sentintel
Waterloo, Ontario, Canada
Hajar Abedi
Chief Science Officer
(11)
5
Portails
(1)
Projet
Parcours académique
240 heures de travail au total
Apprenant.e.s
N'importe où
Niveau Intermédiaire

Portée du projet

Catégories
Technologie de l'information Développement de logiciels Apprentissage automatique Intelligence artificielle
Compétences
machine learning process modeling activity recognition artificial intelligence nvidia cuda
Détails

Gold Sentinel is focused on enhancing its capabilities in activity recognition by leveraging AI models developed using CUDA. The goal of this project is to create efficient and accurate AI models that can recognize and categorize various activities from a given dataset. This project will allow learners to apply their knowledge of AI, machine learning, and CUDA programming to solve real-world problems. The team will work on optimizing model performance and ensuring that the models can run efficiently on GPU hardware. This project will provide valuable insights into the integration of AI and CUDA for high-performance computing applications.



- Develop AI models for activity recognition using CUDA.


- Optimize model performance for GPU execution.


- Test and validate models using a provided dataset.


- Document the development process and results.

Livrables

The project deliverables include a set of AI models capable of recognizing activities with high accuracy, optimized for execution on CUDA-enabled GPUs. Additionally, a comprehensive report detailing the development process, model performance, and optimization techniques used will be provided. The team will also deliver a presentation summarizing their findings and demonstrating the models' capabilities.



- AI models for activity recognition.


- Performance optimization for CUDA.


- Comprehensive development report.


- Final presentation of findings and model demonstration.

Mentorat
Compétences Connaissances et expertise

Partager des connaissances sur des compétences techniques spécifiques, des techniques, méthodologies requises pour le projet.

Assistance pratique

Implication directe dans les tâches du projet, en offrant des conseils et démonstration de techniques.

Outils et/ou ressources

Donner accès aux outils, logiciels et ressources nécessaires pour la réalisation du projet.

Réunions régulières

Enregistrements programmés pour discuter des progrès, relever les défis et fournir des commentaires.

À propos de l'entreprise

Entreprise
Waterloo, Ontario, Canada
2 - 10 employé.es
Hospital, health, wellness & medical, It & computing, Science, Technology

ElephasCare™ LTC by Gold Sentintel delivers autonomous, always-on, contactless activity monitoring and fall & vital sign detection with instant alerting to caregivers.