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update a few dataset links
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jbhuang0604 committed Jun 21, 2015
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#### Material Recognition
* [OpenSurface](http://opensurfaces.cs.cornell.edu/)
* [Flickr Material Database](http://people.csail.mit.edu/celiu/CVPR2010/)
* [Materials in Context Dataset](http://opensurfaces.cs.cornell.edu/publications/minc/)

#### Multi-view Reconsturction
* [Multi-View Stereo Reconstruction](http://vision.middlebury.edu/mview/)
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###### Pedestrian Detection
* [Caltech Pedestrian Detection Benchmark](http://www.vision.caltech.edu/Image_Datasets/CaltechPedestrians/)
* [ETHZ Pedestrian Detection](https://data.vision.ee.ethz.ch/cvl/aess/dataset/)

#### Action Recognition

###### Image-based

###### Video-based
* [HOLLYWOOD2 Dataset](http://www.di.ens.fr/~laptev/actions/hollywood2/)
*
* [UCF Sports Action Data Set](http://crcv.ucf.edu/data/UCF_Sports_Action.php)

###### Image Deblurring
* [Sun dataset](http://cs.brown.edu/~lbsun/deblur2013/deblur2013iccp.html)
* [Levin dataset](http://www.wisdom.weizmann.ac.il/~levina/papers/LevinEtalCVPR09Data.rar)

#### Image Captioning
* [Flickr 8K](http://nlp.cs.illinois.edu/HockenmaierGroup/Framing_Image_Description/KCCA.html)
* [Flickr 30K](http://shannon.cs.illinois.edu/DenotationGraph/)
* [Microsoft COCO](http://mscoco.org/)

#### Scene Understanding
# [SUN RGB-D](http://rgbd.cs.princeton.edu/) - A RGB-D Scene Understanding Benchmark Suite
# [NYU depth v2](http://cs.nyu.edu/~silberman/datasets/nyu_depth_v2.html) - Indoor Segmentation and Support Inference from RGBD Images

## Resources for students

#### Resource link collection
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