PASCAL VOC - AshokBhat/ml GitHub Wiki

PASCAL VOC(Visual Object Classes) project

  • PASCAL (Pattern Analysis, Statistical modelling and ComputAtional Learning)
  • Provides standardized image datasets for object class recognition
  • Provides a common set of tools for accessing the datasets and annotations
  • Enables evaluation and comparison of different methods
  • Ran challenges evaluating performance on object class recognition (from 2005-2012, now finished)

PASCAL VOC data sets

VOC2007

  • Data from the PASCAL Visual Object Classes Challenge 2007
  • 9963 images in total
  • 20 different object classes
  • 24640 annotated objects in total

VOC2012

  • Data from the PASCAL Visual Object Classes Challenge 2012
  • 11540 images in total
  • 20 different object classes
  • 27450 annotated objects in total

Other datasets

  • [ImageNet]] ](/AshokBhat/ml/wiki/[[MNIST) | CIFAR
  • [PASCAL VOC]] ](/AshokBhat/ml/wiki/[[COCO) | MS COCO

See also