The economic benefit of engineering is closely related to the schedule of the project. Nowadays, the progress of transmission line project still mainly depends on manual report and cannot reflect the real progress of the field. To strengthen schedule management, the progress recognition algorithm for the transmission line project based on YOLOv3 is designed, and the intelligent recognition rules of the transmission line project progress are established. By identifying concrete protection cap, tower head and insulator string, the progress intelligent recognition of transmission line project is realized. The precision rate of the algorithm is 100% and the recall rate is over 90%.
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