3 papers
cs.CV2025
An Analysis of Layer-Freezing Strategies for Enhanced Transfer Learning in YOLO Architectures
Andrzej D. Dobrzycki, Ana M. Bernardos, José R. Casar
The You Only Look Once (YOLO) architecture is crucial for real-time object detection. However, deploying it in resource-constrained environments such as unmanned aerial vehicles (U…
cs.DC2025
A Performance Analysis of You Only Look Once Models for Deployment on Constrained Computational Edge Devices in Drone Applications
Lucas Rey, Ana M. Bernardos, Andrzej D. Dobrzycki +4
Advancements in embedded systems and Artificial Intelligence (AI) have enhanced the capabilities of Unmanned Aircraft Vehicles (UAVs) in computer vision. However, the integration o…
cs.CV2025
Exploring the Use of Contrastive Language-Image Pre-Training for Human Posture Classification: Insights from Yoga Pose Analysis
Andrzej D. Dobrzycki, Ana M. Bernardos, Luca Bergesio +2
Accurate human posture classification in images and videos is crucial for automated applications across various fields, including work safety, physical rehabilitation, sports train…