https://github.com/bbenligiray/pascal_voc2007_formatter

A tool to download and format PASCAL VOC 2007 dataset for multilabel classification
https://github.com/bbenligiray/pascal_voc2007_formatter

dataset-manager image-classification multilabel-classification pascal-voc

Last synced: 10 months ago
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A tool to download and format PASCAL VOC 2007 dataset for multilabel classification

• Host: GitHub
• URL: https://github.com/bbenligiray/pascal_voc2007_formatter
• Owner: bbenligiray
• Created: 2017-07-14T17:22:31.000Z (almost 9 years ago)
• Default Branch: master
• Last Pushed: 2017-07-17T09:41:09.000Z (almost 9 years ago)
• Last Synced: 2025-05-06T06:46:52.106Z (about 1 year ago)
• Topics: dataset-manager, image-classification, multilabel-classification, pascal-voc
• Language: Python
• Homepage:
• Size: 9.77 KB
• Stars: 10
• Watchers: 1
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# 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