An implementation of "Efficient Relative Attribute Learning using Graph Neural Networks" by Zihang Meng et al.

Download OSR dataset from http://people.csail.mit.edu/torralba/code/spatialenvelope/spatial_envelope_256x256_static_8outdoorcategories.zip, the subset of Pubfig from https://www.cc.gatech.edu/~parikh/relative_attributes/relative_attributes_v2.zip. Then put the images at './dataset/osr' and './dataset/pubfig'.

Download the pretrained model from http://www.cs.toronto.edu/~guerzhoy/tf_alexnet/bvlc_alexnet.npy and put in './pretrain'

python ./src/relative_attributes.py --dataset_name='pubfig' --attr=0