Dark Side Augmentation: Generating Diverse Night Examples for Metric Learning

Albert Mohwald, Tomas Jenicek, Ondřej Chum

Image retrieval methods based on CNN descriptors rely on metric learning from a large number of diverse examples of positive and negative image pairs. Domains, such as night-time i…