sentence1: we use the semantic boundaries dataset of , which consists of 11,318 images from the pascal voc 2011 trainval dataset , divided in 8498 training and 2820 test images .
sentence2: we use the 1,464 training images from the pascal voc 2012 dataset plus the additional instance annotations from the semantic boundaries dataset provided by hariharan et al for training our network .