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A tool to download and format PASCAL VOC 2007 dataset for multilabel classification

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PASCAL VOC 2007 Formatter

A tool to download and format PASCAL VOC2007 dataset for multilabel classification. It outputs a .h5 file that contains the following:

  • data_types: 'train', 'val' and 'test'
  • cats: names of the 20 categories

(replace x with any data type)

  • x_images: flattened images (h5py allows differently sized elements only if they are 1D)
  • x_shapes: shapes of the images, to reshape the flattened images
  • x_names: file names of the images
  • x_label: a one-hot integer vector of labels

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A tool to download and format PASCAL VOC 2007 dataset for multilabel classification

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