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README.md

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 # ship_dataset
 The code provided here serves as an example of how to download satellite imagery from planet.com to form a dataset. The dataset created here is of images either including ships or not and can be used to train a ship recognition model.
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+The notebooks contains detailed steps and instructions. Even though it's not always perfectly clean - sorry for that!
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+The full story of this code and it's application purpose can be found in my blogpost: 
+Please read it to understand the thought process behind the code :)
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+Here are also some known issues found from visual dataset inspection.
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+## Known issues:
+- Some wrong labeled non-ships are downloaded and created. Those were found using visual inspection. It was pretty obvious.
+- We do have some cloud covered datapoints.
+- In some ship samples we cannot see the ship - This can be due to ship size, wrong AIS data or the ship moved to far in the past minute.