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Feb, 2019
ColorNet: 探究色彩空间在图像分类中的重要性
ColorNet: Investigating the importance of color spaces for image classification
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Shreyank N Gowda, Chun Yuan
TL;DR
探讨了颜色空间对于图像分类的影响,展示了多颜色空间模型在CIFAR-10、CIFAR-100、SVHN和Imagenet等多个数据集上都能够取得高水平的分类准确度,并且参数数量很少。
Abstract
image classification
is a fundamental application in computer vision. Recently, deeper networks and highly connected networks have shown state of the art performance for
image classification
tasks. Most datasets
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