1️Computer Vision

Object Detection

PASCAL VOC

20 classes:

  • Person: person

  • Animal: bird, cat, cow, dog, horse, sheep

  • Vehicle: aeroplane, bicycle, boat, bus, car, motorbike, train

  • Indoor: bottle, chair, dining table, potted plant, sofa, tv/monitor

The train/val data has 11,530 images containing 27,450 ROI annotated objects and 6,929 segmentations.

MS COCO
  • Object segmentation

  • Recognition in context

  • Superpixel stuff segmentation

  • 330K images (>200K labeled)

  • 1.5 million object instances

  • 80 object categories

  • 91 stuff categories

  • 5 captions per image

  • 250,000 people with keypoints

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