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Introduction to commonly used data sets
| Data set name | Number of pictures | Image Format | Brief description of the data set |
|---|---|---|---|
| Set5[24] | 5 | PNG | The pictures included are from babies, birds, butterflies, children's heads, and a lady. |
| Set14[25] | 14 | PNG | The included pictures come from characters, animals, insects, flowers, vegetables, comedians, etc. |
| Berkeley segmentation[26] | 500 | JPG | Referred to as BSD500. The pictures included are from animals, buildings, food, people and plants, etc. One of the 100 or 300 pictures is often used, which is called the BSD100 BSD300 data set. |
| Urban100[27] | 100 | PNG | The pictures included are mainly different types of urban buildings. |
| Manga109[28] | 109 | PNG | The pictures included are all from Japanese manga. |
| T91[29] | 91 | PNG | The included pictures come from vehicles, flowers, fruits and human faces. Often used as a training set. |
| General-100[30] | 100 | BMP | The pictures included are from animals, daily necessities, food, plants, people, etc. It is also often used as a training set. |
| DIV2K[23] | 1000 | PNG | A dataset of high-definition pictures, with pictures from natural environments, landscapes, handicrafts and people, etc. Among them, 800 pictures are often used as training sets. |
| Flickr2K[15] | 2650 | PNG | The included pictures come from people, animals, landscapes, etc., and are often used as larger training sets. |
常用数据集介绍
| 数据集名称 | 图片数量 | 图片格式 | 数据集简单描述 |
|---|---|---|---|
| Set5[24] | 5 | PNG | 包含的图片分别来自婴儿、鸟、蝴蝶、小孩的头部和一个女士。 |
| Set14[25] | 14 | PNG | 包含的图片来自人物、动物、昆虫、花、蔬菜和喜剧演员等。 |
| Berkeley segmentation[26] | 500 | JPG | 简称 BSD500。包含的图片来自动物、建筑、食物、人和 植物等。经常使用其中的 100 张或 300 张图片，称为 BSD100 BSD300 数据集。 |
| Urban100[27] | 100 | PNG | 包含的图片主要是不同类型的城市建筑物。 |
| Manga109[28] | 109 | PNG | 包含的图片均来自日本漫画。 |
| T91[29] | 91 | PNG | 包含的图片来自车辆、花、水果和人脸等。常被用作训练集。 |
| General-100[30] | 100 | BMP | 包含的图片来自动物、日常用品、食物、植物和人物等。 也常用作训练集。 |
| DIV2K[23] | 1000 | PNG | 高清图片数据集，图片来自自然环境、风景、手工艺品和 人物等。其中的 800 张图片经常作为训练集使用。 |
| Flickr2K[15] | 2650 | PNG | 包含的图片来自人物、动物和风景等，常作为较大规模训 练集使用。 |