04-04-2023 дата публикации
Номер: CN115909054A
Принадлежит:
The invention provides a road crack detection system based on semi-automatic labeling, which comprises an information acquisition module, a crack identification module, a data management module and a front-end display module, and is characterized in that the data management module adopts a distributed file management system and can dynamically store road surface information and extract key frames for storage. According to the invention, rolling optimization is carried out on the model of the crack identification module by using the key frame sample data set of the data management module, and semi-automatic marking is carried out on large-scale unmarked images of a video by using the optimized model, so that a large number of training data sets and the optimized crack identification model are obtained, the labor cost is reduced, and the efficiency is improved. The automation degree is high, and the labeling and recognition detection precision is continuously improved.
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