Http://mscoco.org Ross Girshick Microsoft Research Tsung-Yi Lin Cornell Tech Michael Maire TTI...
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- http://mscoco.org Ross Girshick Microsoft Research Tsung-Yi Lin
Cornell Tech Michael Maire TTI Chicago Serge Belongie Cornell Tech
Lubomir Bourdev Facebook James Hays Brown University Pietro Perona
Caltech Deva Ramanan UC Irvine Piotr Dollar Microsoft Research
Larry Zitnick Microsoft Research
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- http://mscoco.org
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- Instance segmentation Non-iconic Images
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- http://mscoco.org Non-iconic images
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- http://mscoco.org
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- Sentences Beyond detection Collecting Image Annotations Using
Amazons Mechanical Turk, C. Rashtchian, P. Young, M. Hodosh, J.
Hockenmaier, NAACL HLT Workshop on Creating Speech and Language
Data with Amazons Mechanical Turk, 2010
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- http://mscoco.org Beyond detection Keypoints (provided by
Facebook)
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- http://mscoco.org
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- MS COCO 2014 release (half of COCO) 160k images 80 object
categories (things not stuff) 1M+ instances (300k people) Every
instance segmented 5 sentences per image Separate train and
validation set Over 77,000 worker hours (8+ years)
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- http://mscoco.org MS COCO 2015 (full release) http://mscoco.org
Early 2015 80-100 object categories 330k images 2M+ instances (700k
people) Every instance segmented 5 sentences per image Keypoint
annotations
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- http://mscoco.org
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- Algorithm Evaluation Still debating The metric should be:
Simple Relevant Robust IoU on the segmentations Small objects %
contour Scores that work for bboxes and segmentations Types of
instances? Leaderboard Challenge?
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- http://mscoco.org Visit mscoco.org Ross Girshick Microsoft
Research Tsung-Yi Lin Cornell Tech Michael Maire TTI Chicago Serge
Belongie Cornell Tech Lubomir Bourdev Facebook James Hays Brown
University Pietro Perona Caltech Deva Ramanan UC Irvine Piotr
Dollar Microsoft Research Larry Zitnick Microsoft Research