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Improving Object Localization with Fitness NMS and Bounded IoU Loss

Improving Object Localization with Fitness NMS and Bounded IoU Loss

We demonstrate that many detection methods are designed to identify only a sufficiently 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 obtains …