Section: New Software and Platforms

Unsupervised Object Discovery and Localization in the Wild

This package contains source code for unsupervised object discovery and localizatoin from image collections. From an arbitrary collection of images in the wild, the method effectively discover dominant object instances and localize them by bounding boxes. The localization accuracy of discovered objects measured at standard benchmarks for object localization is significantly better than the state-of-the-art methods in co-localization, while using no supervision on image collections. The package is available from http://www.di.ens.fr/willow/research/objectdiscovery/ .