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
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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