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README.md

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 ## Overview
 
-We introduce the Walking Tours dataset (WTours), a unique collection of long-duration egocentric videos captured in an urban environments from various cities in Europe and Asia. It consists of 10 high-resolution videos, each showcasing a person walking through a different environment, ranging from city centers to parks to residential areas under different lighting conditions. Additionally, a video from a Wildlife safari is included to diversify the dataset with natural environments.
+The Walking Tours dataset is a unique collection of long-duration egocentric videos captured in urban environments from cities in Europe and Asia. It consists of 10 high-resolution videos, each showcasing a person walking through a different environment, ranging from city centers to parks to residential areas, under different lighting conditions. A video from a Wildlife safari is also included to diversify the dataset with natural environments. The dataset is completely unlabeled and uncurated, making it suitable for self-supervised pretraining.
 
 ## Cities Covered