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Sep 1, 2014 · We discuss the challenges of collecting large-scale ground truth annotation, highlight key breakthroughs in categorical object recognition, provide a detailed analysis of the current state of the field of large-scale image classification and object detection, and compare the state-of-the-art computer vision accuracy with human accuracy.
- 1409.0575V3
The ImageNet Large Scale Visual Recognition Challenge is a...
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- 1409.0575V3
Sep 1, 2014 · The ImageNet Large Scale Visual Recognition Challenge is a benchmark in object category classification and detection on hundreds of object categories and millions of images. The challenge has...
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For details about each challenge please refer to the corresponding page. 1. ILSVRC 2017 2. ILSVRC 2016 3. ILSVRC 2015 4. ILSVRC 2014 5. ILSVRC 2013 6. ILSVRC 2012 7. ILSVRC 2011 8. ILSVRC 2010
October 10, 2019: The ILSVRC 2012 classification and localization test set has been updated. The Kaggle challenge and our download pageboth now contain the updated data.June 2, 2015: Follow-up update regarding status of the serverMay 19, 2015: Annoucement regarding the submission serverAdditional references These are some additional publications directly related to collecting the challenge dataset and evaluating the results. These papers are all discussed in the main paper above. Please refer to the individual challenge webpages for information about the most successful entries, and to the ImageNet publicationspage for a complete...
The ImageNet Large Scale Visual Recogni-tion Challenge (ILSVRC) has been running annually for ve years (since 2010) and has become the standard benchmark for large-scale object recognition.1 ILSVRC follows in the footsteps of the PASCAL VOC chal-lenge (Everingham et al., 2012), established in 2005, which set the precedent for standardized evalua...
- Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andre...
- 2014
Apr 11, 2015 · The ImageNet Large Scale Visual Recognition Challenge is a benchmark in object category classification and detection on hundreds of object categories and millions of images. The challenge has been run annually from 2010 to present, attracting participation from more than fifty institutions.
- Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andre...
- 2015
Sep 1, 2014 · The ImageNet Large Scale Visual Recognition Challenge is a benchmark in object category classification and detection on hundreds of object categories and millions of images. The challenge has been run annually from 2010 to present, attracting participation from more than fifty institutions.
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