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@@ -111,11 +111,11 @@ The objective of PP4AV is to build a benchmark dataset that can be used to evalu
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  - `Paris`: This subset contains **1450** images of the car driving down a Parisian street during the day:
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  URL: [paris_youtube_video](https://www.youtube.com/watch?v=nqWtGWymV6c)
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  - `Netherland day time`: This subset consists of **388** images of Hague, Amsterdam city in day time sampled by the following video:
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- [netherland_youtube_video]()
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  - `Netherland night time`: This subset consists of **824** images of Hague, Amsterdam city in night time sampled by the following video:
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- [netherland_youtube_video]()
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  - `Switzerland`: This subset consists of **372** images of Switzerland sampled by the following video:
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- [switzerland_youtube_video](https://www.youtube.com/watch?v=0iw5IP94m0Q)
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  - `Zurich`: This subset consists of 50 images of Zurich city provided by the Cityscapes training set in package [leftImg8bit_trainvaltest.zip](https://www.cityscapes-dataset.com/file-handling/?packageID=3)
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  - `Stuttgart`: This subset consists of 69 images of Stuttgart city provided by the Cityscapes training set in package [leftImg8bit_trainvaltest.zip](https://www.cityscapes-dataset.com/file-handling/?packageID=3)
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  - `Strasbourg`: This subset consists of 50 images of Strasbourg city provided by the Cityscapes training set in package [leftImg8bit_trainvaltest.zip](https://www.cityscapes-dataset.com/file-handling/?packageID=3)
 
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  - `Paris`: This subset contains **1450** images of the car driving down a Parisian street during the day:
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  URL: [paris_youtube_video](https://www.youtube.com/watch?v=nqWtGWymV6c)
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  - `Netherland day time`: This subset consists of **388** images of Hague, Amsterdam city in day time sampled by the following video:
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+ URL: [netherland_youtube_video](https://www.youtube.com/watch?v=Xuo4uCZxNrE)
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  - `Netherland night time`: This subset consists of **824** images of Hague, Amsterdam city in night time sampled by the following video:
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+ URL: [netherland_youtube_video](https://www.youtube.com/watch?v=eAy9eHsynhM)
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  - `Switzerland`: This subset consists of **372** images of Switzerland sampled by the following video:
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+ URL: [switzerland_youtube_video](https://www.youtube.com/watch?v=0iw5IP94m0Q)
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  - `Zurich`: This subset consists of 50 images of Zurich city provided by the Cityscapes training set in package [leftImg8bit_trainvaltest.zip](https://www.cityscapes-dataset.com/file-handling/?packageID=3)
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  - `Stuttgart`: This subset consists of 69 images of Stuttgart city provided by the Cityscapes training set in package [leftImg8bit_trainvaltest.zip](https://www.cityscapes-dataset.com/file-handling/?packageID=3)
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  - `Strasbourg`: This subset consists of 50 images of Strasbourg city provided by the Cityscapes training set in package [leftImg8bit_trainvaltest.zip](https://www.cityscapes-dataset.com/file-handling/?packageID=3)