Data set: the NWPU aerial data set contains approximately 45 categories of 700 images for each category in 256x256 RGB format. The data set can be downloaded from:

computer science

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Project: Classification of the remote sensing data set

Data set: the NWPU aerial data set contains approximately 45 categories of 700 images for each category in 256x256 RGB format. The data set can be downloaded from:

https://www.dropbox.com/s/pardzfgemq57y7m/NWPU-RESISC45.zip?dl=0

Screenshot_2019-04-03_09-46-06

Figure 1. Examples of the images and labels

More details of the dataset can be found at:

http://www.escience.cn/people/JunweiHan/NWPU-RESISC45.html

For the project, we only deal with the first 15 categories shown in Fig. 1 here. The data set should be partitioned into training (500 images), validation (100 images), and test (100 images) for each category.

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