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…