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This dataset could be used for automatically finding and categorizing potholes in city streets so the worst ones can be fixed faster. The dataset is provided in a wide variety of formats for various common machine learning models. The dataset includes images with different scales, backgrounds, and weather conditions. As a part of model building, you need to tackle these challenges.