Skip to content
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
2 changes: 2 additions & 0 deletions .gitattributes
Original file line number Diff line number Diff line change
Expand Up @@ -4,3 +4,5 @@
*.h5 filter=lfs diff=lfs merge=lfs -text
*.hdf5 filter=lfs diff=lfs merge=lfs -text
*.gz filter=lfs diff=lfs merge=lfs -text
pacs/ filter=lfs diff=lfs merge=lfs -text
vlcs/ filter=lfs diff=lfs merge=lfs -text
15 changes: 15 additions & 0 deletions pacs/README
Original file line number Diff line number Diff line change
@@ -0,0 +1,15 @@

PACS Dataset: Dataset from the Paper "Deeper, Broader and Artier Domain Generalization"
This dataset was created by intersecting the classes found in Caltech256 (Photo), Sketchy (Photo, Sketch) , TU-Berlin (Sketch) and Google Images (Art painting, Cartoon, Photo)


Detailed Description: http://www.eecs.qmul.ac.uk/~dl307/project_iccv2017


@inproceedings{Li2017dg,
title={Deeper, Broader and Artier Domain Generalization},
author={Li, Da and Yang, Yongxin and Song, Yi-Zhe and Hospedales, Timothy},
booktitle={International Conference on Computer Vision},
year={2017}
}

3 changes: 3 additions & 0 deletions pacs/art_painting/art_painting_test.hdf5
Git LFS file not shown
3 changes: 3 additions & 0 deletions pacs/art_painting/art_painting_train.hdf5
Git LFS file not shown
3 changes: 3 additions & 0 deletions pacs/art_painting/art_painting_val.hdf5
Git LFS file not shown
3 changes: 3 additions & 0 deletions pacs/cartoon/cartoon_test.hdf5
Git LFS file not shown
3 changes: 3 additions & 0 deletions pacs/cartoon/cartoon_train.hdf5
Git LFS file not shown
3 changes: 3 additions & 0 deletions pacs/cartoon/cartoon_val.hdf5
Git LFS file not shown
3 changes: 3 additions & 0 deletions pacs/photo/photo_test.hdf5
Git LFS file not shown
3 changes: 3 additions & 0 deletions pacs/photo/photo_train.hdf5
Git LFS file not shown
3 changes: 3 additions & 0 deletions pacs/photo/photo_val.hdf5
Git LFS file not shown
3 changes: 3 additions & 0 deletions pacs/sketch/sketch_test.hdf5
Git LFS file not shown
3 changes: 3 additions & 0 deletions pacs/sketch/sketch_train.hdf5
Git LFS file not shown
3 changes: 3 additions & 0 deletions pacs/sketch/sketch_val.hdf5
Git LFS file not shown
68 changes: 68 additions & 0 deletions vlcs/README
Original file line number Diff line number Diff line change
@@ -0,0 +1,68 @@

VLCS Dataset aggregates photos(a subset) from Caltech101, LabelMe, Pascal VOC 2007 and SUN09 datasets.
It provides a 5-way multiclass benchmark on the five common classes: ’bird’,’car’,’chair’,’dog’ and ’person’.

The above dataset has been downloaded from the repository of the paper "Domain Generalization by Solving Jigsaw Puzzles"
Link to repository: https://github.com/fmcarlucci/JigenDG
Link to the dataset: http://www.mediafire.com/file/7yv132lgn1v267r/vlcs.tar.gz/file



VLCS_F contains the DeCAF:4096 features extracted from the VLCS dataset.
This dataset has been used from the repository below:
Link to the repository: https://github.com/jindongwang/transferlearning/blob/master/data/dataset.md#vlsc


VOC2007: Dataset from the PASCAL Visual Object Classes Challenge 2007
Detailed Description: http://host.robots.ox.ac.uk/pascal/VOC/voc2007/index.html

If you wish to use this dataset in your research please cite the paper below:
@misc{pascal-voc-2007,
author = "Everingham, M. and Van~Gool, L. and Williams, C. K. I. and Winn, J. and Zisserman, A.",
title = "The {PASCAL} {V}isual {O}bject {C}lasses {C}hallenge 2007 {(VOC2007)} {R}esults",
howpublished = "http://www.pascal-network.org/challenges/VOC/voc2007/workshop/index.html"}



LabelMe: Dataset from the Institute for Computer Science VI Autonomous Intelligent Systems
Detailed Description:: http://www.ais.uni-bonn.de/download/datasets.html

If you wish to use this dataset in your research please cite the paper below:
@inproceedings{uetz2009large,
title={Large-scale object recognition with CUDA-accelerated hierarchical neural networks},
author={Uetz, Rafael and Behnke, Sven},
booktitle={2009 IEEE international conference on intelligent computing and intelligent systems},
volume={1},
pages={536--541},
year={2009},
organization={IEEE}
}


SUN09: Dataset from the paper Exploiting Hierarchical Context on a Large Database of Object Categories
Detailed Description: http://people.csail.mit.edu/myungjin/HContext.html

If you wish to use this dataset in your research please cite the paper below:
@inproceedings{choi_cvpr10,
author = {Myung Jin Choi and Joseph J. Lim and Antonio Torralba and Alan S. Willsky},
Booktitle = {IEEE Conference on Computer VIsion and Pattern Recognition (CVPR)},
title = {Exploiting Hierarchical Context on a Large Database of Object Categories},
year = {2010}}



Caltech101: Dataset from the Computational Vision Group at CALTECH
Detailed Decsription: http://www.vision.caltech.edu/Image_Datasets/Caltech101/

If you wish to use this dataset in your research please cite the paper below:

@article{fei2006one,
title={One-shot learning of object categories},
author={Fei-Fei, Li and Fergus, Rob and Perona, Pietro},
journal={IEEE transactions on pattern analysis and machine intelligence},
volume={28},
number={4},
pages={594--611},
year={2006},
publisher={IEEE}
}
3 changes: 3 additions & 0 deletions vlcs/decaf/Caltech101.mat
Git LFS file not shown
3 changes: 3 additions & 0 deletions vlcs/decaf/LabelMe.mat
Git LFS file not shown
3 changes: 3 additions & 0 deletions vlcs/decaf/SUN09.mat
Git LFS file not shown
3 changes: 3 additions & 0 deletions vlcs/decaf/VOC2007.mat
Git LFS file not shown
3 changes: 3 additions & 0 deletions vlcs/raw/vlcs.tar.gz
Git LFS file not shown