Modeling Advanced Artificial Networks (MAAN) Laboratory

Projects

Self-Supervised Learning for Enhancing Multimodal Earth Observation Data Analysis

• We explore how Geospatial Foundation Models can scale Earth Observation analytics through computer vision, self-supervised learning, and cloud architectures for geointelligence applications.

Enhancing Defect Detection in Pharmaceutical Products through Synthetic Data Generation and Deep Learning

• No information available to the public this time.

Computer Vision and Artificial Intelligence in Sports Performance Analysis

• A video analysis system for sports performance that uses YOLOv11 to detect key actions and generate metrics like shot accuracy and reaction time, enabling annotated feedback and distributed processing for real-game training environments.

Instructional Code Editing Using Transformer Models

• Fine-tuning of lightweight transformer models for instruction-guided code editing under resource-constrained environments.

Founder Students