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A tool to download and format MS COCO dataset for multilabel classification

Python 100.00%
ms-coco multilabel-classification dataset-manager image-classification

ms_coco_formatter's Introduction

MS COCO Formatter

A tool to download and format MS COCO dataset for multilabel image classification

It outputs a .h5 file that contains the following:

  • data_types: 'train' and 'val'
  • cats: names of the 80 categories (replace x with any data type)
  • x_images: flattened images (not preprocessed, except for the few grayscale images that have been converted to RGB)
  • 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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