Segmentation datasets used in https://arxiv.org/abs/2112.12955

The segmentation datasets (both training and test sets) used in https://arxiv.org/abs/2112.12955 . The training set is in the folder SKIN\SKIN_ECUTr.rar  , it already contains data augmented images (augmented data have size 352*352, instead the original images have the original size), we have used this dataset for training all the networks (also ELoss101). 

For the polyp dataset, only the training set without data augmentation is available in this page. Notice that we use training images of size 352*352 before to apply data augmentation and to feed neural networks (even with Eloss101).

The test sets for the polyp segmentation problem are available here: https://zenodo.org/record/5579392#.YdzC1f7MKUk

The training sets, coupled with data augmentation, for the polyp segmentation problem are available  here: https://zenodo.org/record/5579392#.YdzC1f7MKUk

本数据集为论文https://arxiv.org/abs/2112.12955 中使用的分割数据集，涵盖训练集与测试集。
训练集存放于SKINSKIN_ECUTr.rar 压缩包内，其中已包含经过数据增强（data augmentation）的图像：增强后图像尺寸为352×352，原始图像则保留其原生分辨率。本数据集曾被用于训练所有神经网络（包括ELoss101）。

针对息肉（polyp）数据集，本页面仅提供未经过数据增强的训练集。需注意，我们会先将训练图像统一调整至352×352尺寸，再开展数据增强并将图像输入神经网络（包括ELoss101）。

息肉分割任务的测试集可通过以下链接获取：https://zenodo.org/record/5579392#.YdzC1f7MKUk

针对息肉分割任务、已完成数据增强的训练集可通过以下链接获取：https://zenodo.org/record/5579392#.YdzC1f7MKUk