Supported datasets

The following datasets are directly supports by datadings, meaning they include code to convert them to the fast msgpack format. Where possible they will download files, though some datasets like ILSVRC2012 require an account and need to be downloaded manually. Additionally all datasets include further metadata, such as list of classes and mappings, frequencies etc.

Dataset	Short Description
ADE20k	Scene Parsing, Segmentation
ANP460	own Eye-Tracking dataset (Jalpa)
CAMVID	Motion-based Segmentation
CAT2000	MIT Saliency
CIFAR	32x32 color image classification with 10/100 classes
Cityscapes	Segmentation, Semantic understanding of urban street scenes
Coutrot1	Eye-Tracking, Saliency
FIGRIMFixation	Eye-Tracking, Saliency
ILSVRC2012	Imagenet Large Scale Visual Recognition Challenge, 2012 version
ImageNet1k	Alias for ILSVRC2012
ImageNet21k	A superset of ILSVRC2012 with 11 M images for 10450 classes
InriaBuildings	Inria Areal Image Labeling Dataset (Buildings), Segmentation, Remote Sensing
MIT1003	Eye-Tracking, Saliency, Learning to predict where humans look
MIT300	Eye-Tracking, Saliency
Places2017	MIT Places, Scene Recognition
Places365	MIT Places365, Scene Recognition
RIT18	High-Res Multispectral Semantic Segmentation, Remote Sensing
SALICON2015	Saliency in Context, Eye-Tracking
SALICON2017	Saliency in Context, Eye-Tracking
VOC2012	Pascal Visual Object Classes Challenge
Vaihingen	Remote Sensing, Semantic Object Classification, Segmentation
YFCC100m	Yahoo Flickr Creative Commons 100 M pics