Owner: Abdul Gizzini
Apr 26, 2024
  • Abstract
  • Technology

Smart cities are urban environments that leverage advanced technologies and data-driven solutions to improve the quality of life of their inhabitants. Applications of these cities, such as object detection for autonomous vehicles and license plate recognition, aim to optimize the use of available resources to ensure both efficiency and safety. Despite the diversity of solutions available in the literature to tackle these applications, they often face problems of limited performance and lack of interpretability. This situation compromises their suitability for real-world, secure deployment. To address these challenges, we present Cognicity, a framework based on artificial intelligence. Cognicity draws on advanced data analysis technologies to design AI models that are both accurate and easily interpretable. By providing solutions that are both high-performance and transparent, Cognicity aims to improve the relevance and security of real-world deployments in the context of smart cities.

Smart City, Computer vision, Object detection, Artificial intelligence (AI), Explainable AI (XAI)