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Intro
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Classroom Contents
Analysis of Large-Scale Visual Recognition - Bay Area Vision Meeting
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- 1 Intro
- 2 Large-scale recognition
- 3 IMAGENET Large Scale Visual Recognition Challenge (ILSVRC) 2010-2012
- 4 Variety of object classes in ILSVRC
- 5 ILSVRC Task 1: Classification
- 6 ILSVRC Task 2: Classification + Localization
- 7 ILSVRC (2012)
- 8 Chance Performance of Localization
- 9 Level of clutter
- 10 SuperVision (SV)
- 11 Difference in accuracy: SV versus VGG
- 12 Cumulative accuracy across scales Classification only
- 13 Textured objects (ILSVRC-500)
- 14 Textured objects (416 classes)
- 15 Localizing textured objects (416 classes, same average object scale at each level of texture)
- 16 ILSVRC 2013 with large-scale object detection
