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:
Figure 1. Examples of the images and labels
More details of the dataset can be found at:
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.