July 2020
Intermediate to advanced
164 pages
3h 16m
English
Content preview from Deep Learning for Remote Sensing Images with Open Source Software
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This section aims to present the data involved in this practice session. We rely on freely available data, named the Marmande dataset. In the following chapter, we explain how to download and prepare this dataset in order to be ready for the practice session. Create a directory named marmande on your file system. We will use this directory to store all the downloaded and generated data during the exercises.
The Marmande dataset consists of three Sentinel-2 images and one Sentinel-1 product. It will be used for all exercises of section IV. Table 15.1 summarizes the image characteristics.
TABLE 15.1 Characteristics of the images
Sensor |
Type |
col × row × band |
Spacing |
Acquisition |
EPSG |
S2 ... |
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