ViTOL: Vision Transformer for Weakly Supervised Object Localization

1 code implementation • 14 Apr 2022 • Saurav Gupta, Sourav Lakhotia, Abhay Rawat, Rahul Tallamraju

Common challenges that image classification models encounter when localizing objects are, (a) they tend to look at the most discriminative features in an image that confines the localization map to a very small region, (b) the localization maps are class agnostic, and the models highlight objects of multiple classes in the same image and, (c) the localization performance is affected by background noise.

Image Classification Object +2