The following links contain the feature vectors and labels for eight datasets

Brodatz

KTH-TIPS

CUReT

Flickr Material Database

Oxford Flower

Swedish Leaf

Food

Scene

Access Link From China:

Brodatz

KTH-TIPS

CUReT

Flickr Material Database

Oxford Flower

Swedish Leaf

Food

Scene