CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples

Convolutional Neural Networks (CNNs) achieve state-of-the-art performance in many computer vision tasks. However, this achievement is preceded by extreme manual annotation in order to perform either t