A Lightweight Asymmetric RGB–Thermal Multi-Scale Detection Network for UAV Forest Fire Monitoring
YOLO-ATF, a lightweight asymmetric RGB–thermal multi-scale detection network built upon RepViT, provides a low-cost, high-accuracy, and deployable solution for early forest fire detection on computationally constrained UAV platforms.