Surface Damage Detection Method for Conveyor Belt Based on ACGAN-BELT
Aiming at the problem of poor accuracy caused by the inability of existing conveyor belt detection methods to adapt to small sample conditions and complex industrial environments,a more reliable conveyor belt surface damage detection method ACGAN-BELT is proposed.Implement multi class augmentation of surface damage samples on conveyor belts based on ACGAN network,and construct a YOLOX based detection network for fine-grained feature perception of conveyor belt damage information.The experiment shows that the ACGAN-BELT method has better reliability and generalization under original and complex two operating conditions.
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