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Dollar Street Supplementary Information [FINAL]

Neural Information Processing Systems

The original questions are in bold . The subtext to each question is in italics. The answers are in plain text with no formatting. The questions in this section are primarily intended to encourage dataset creators to clearly articulate their reasons for creating the dataset and to promote transparency about funding interests. For what purpose was the dataset created? Was there a specific task in mind? Was there a specific gap that needed to be filled? The Dollar Street dataset is a supervised image dataset derived from Gapminder's Dollar Street project ( https://www.gapminder.org/dollar-street) that contains everyday household items from homes around the world. It was created with three goals in mind: 1. Make available a highly curated set of images with valuable metadata (e.g. Our evaluation results show that the Dollar Street dataset can add significant value to accuracy improvements when considering computer vision images that represent the geographic and socioeconomic diversity of the world. Concretely, this means that the dataset only contains CC-BY-licensed works.






Social Security stronger under Trump, critics pushing 'false' narrative, commissioner says

FOX News

Social Security Administration Commissioner Frank Bisignano provides an update on the agency's work on'The Claman Countdown.' President Donald Trump's pick to head the nation's Social Security apparatus, Commissioner Frank Bisignano, told Fox News Digital that criticisms of the Trump administration's approach to Social Security are politically motivated and misleading. Democrats have expressed a wide range of concerns about Social Security under the current administration, including claims the Trump administration is making it more difficult for seniors and people with disabilities to access their benefits. The Trump administration's critics have also expressed concern that the president is seeking to privatize the program and is exaggerating fraud concerns to justify sweeping reforms. Democrats in Congress have gone as far as launching a "Social Security War Room" to coordinate their efforts to fight back.