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Lachlan Tychsen-Smith

2 accepted papers

2018

Improving Object Localization With Fitness NMS and Bounded IoU Loss

CVPR 2018poster

We demonstrate that many detection methods are designed to identify only a sufficently accurate bounding box, rather than the best available one. To address this issue we propose a simple and fast modification to the existing methods called Fitness NMS. This method is tested with the DeNet model and…