“Researchers have proposed a scale aware Grounding DINO based power tower detection method SA-DINO, which effectively solves the problems of significant scale differences in power towers and weak features of small distribution towers in high-resolution satellite remote sensing images through small target detail preservation branches, scale aware language guided Query selection modules, and positioning loss functions. The mAP50 on the SRSPTD dataset reaches 80.9%, providing a new solution for intelligent detection of power towers in complex remote sensing scenarios.”