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Feb, 2024
针对不平衡数据集的二进制语义分割的生成对抗网络的再探讨
Revisiting Generative Adversarial Networks for Binary Semantic Segmentation on Imbalanced Datasets
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Lei Xu, Moncef Gabbouj
TL;DR
基于条件生成对抗网络的深度学习框架,用于道路图像中像素级异常区域检测,实现了在多变数据集上高效稳健的最先进结果。
Abstract
anomalous pavement surface conditions detection
aims to detect pixels representing anomalous states, such as cracks, on pavement surface images automatically by algorithms. Recently,
deep learning
models have bee
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