Noisy CIFAR-10 and VOC2007 Datasets with Six Noise Types

Name: Noisy CIFAR-10 and VOC2007 Datasets with Six Noise Types
Creator: Jiarui Xue
Published: 2026-04-17T17:24:57+08:00

IEEE2026-04-17 收录

图像噪声鲁棒性测试

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数据链接：

https://ieee-dataport.org/documents/noisy-cifar-10-and-voc2007-datasets-six-noise-types 数据链接链接失效反馈

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资源简介：

A quantifiable noise dataset for computer vision robustness testing, including CIFAR-10 (classification) and VOC2007 (detection) with 6 noise types (Gaussian\/Poisson\/salt-pepper\/Speckle\/Rayleigh\/Gamma). All noise parameters are random but traceable, supporting quantitative analysis of model performance under noise interference.

提供机构：

Jiarui Xue

Noisy CIFAR-10 and VOC2007 Datasets with Six Noise Types

资源简介：

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