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As a core contribution of our framework, we wanted to standardize the visualization of several computer vision datasets with ground truth. Vision datasets have multiple formats and representations that make management and visualization of the data difficult. We also wanted to provide annotations and ground truth of other datasets that do not originally have labeled data. However, using our framework, we were easily able to collect this data through a variety of means, including manual annotation, modification of existing ground truth, and crowdsourcing.