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Edge‑cloud collaborative sparse visual‑semantic encoding/decoding for open‑vocabulary object detection in power inspection

Published in International Conference on Power Electronics and Artificial Intelligence (PEAI) • Apr 17, 2026
Authors:
Yitong Liu
,
Wanrong Bai
,
Xun Zhang

Abstract

Power video monitoring for operation and maintenance (O&M) is often limited by two issues. First, most object detection work with closed categories, so new foreign objects or new defect types usually require re-labeling and retraining, which is costly and slow. Second, O&M systems rely on continuous...

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