Research on Data Enhancement Method for Complex Pavement
Abstract:In the era of intelligent vehicle development, environmental awareness technology as the basis of vehicle decision-making and route planning, affected by the weather, accurate road image recognition is particularly important. Aiming at this problem, this paper constructs a large scale pavement image dataset and proposes an improved image generation method based on CycleGAN data enhancement. The core innovation of the method is the improvement of the model structure, introduce Wassertein distance, and implement… Show more
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