Update README.md

README.md

@@ -32,7 +32,6 @@ pretty_name: PP4AV
   - [Data Instances](#data-instances)
   - [Data Fields](#data-fields)
 - [Dataset Creation](#dataset-creation)
-  - [Curation Rationale](#curation-rationale)
   - [Source Data](#source-data)
   - [Annotations](#annotations)
   - [Personal and Sensitive Information](#personal-and-sensitive-information)
@@ -117,12 +116,12 @@ The objective of PP4AV is to build a benchmark dataset that can be used to evalu
     [netherland_youtube_video]()
   - `Switzerland`: This subset consists of **372** images of Switzerland sampled by the following video:   
     [switzerland_youtube_video](https://www.youtube.com/watch?v=0iw5IP94m0Q)
-  - `Zurich`: This subset consists of 50 images of Zurich city provided by the Cityscapes training set in [leftImg8bit_trainvaltest.zip package](https://www.cityscapes-dataset.com/file-handling/?packageID=3)
-  - `Stuttgart`: This subset consists of 69 images of Stuttgart city provided by the Cityscapes training set in [leftImg8bit_trainvaltest.zip package](https://www.cityscapes-dataset.com/file-handling/?packageID=3)
-  - `Strasbourg`: This subset consists of 50 images of Strasbourg city provided by the Cityscapes training set in [leftImg8bit_trainvaltest.zip package](https://www.cityscapes-dataset.com/file-handling/?packageID=3)
+  - `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)
+  - `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)
+  - `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)
 
 We use the fisheye images from the WoodScape dataset to select **244** images from the front, rear, left, and right cameras for fisheye camera data. 
-The source of fisheye data for sampling is located at WoodScape's [fisheye images](https://woodscape.valeo.com/download).
+The source of fisheye data for sampling is located at WoodScape's [Fisheye images](https://woodscape.valeo.com/download).
 
 In total, **3,447** images were selected and annotated in PP4AV.