sentence1: for the feature extractor , we use the resnet-101 pre-trained on imagenet with the parameters fixed and truncated at the conv4 23 layer .
sentence2: following existing multi-label image classification works , we implement the feature extractor f cnn based on the widely used resnet-101 .