LRP Error on COCOapi

[kemaloksuz]

This is the implementation of LRP Error on open-mmlab COCOapi. In the output file, in addition to the standard AP-based values, you will see LRP Error, components and class-wise optimal thresholds. An example output is as follows:

LRP Error was first published in ECCV 2018, only for object detection:

https://openaccess.thecvf.com/content_ECCV_2018/papers/Kemal_Oksuz_Localization_Recall_Precision_ECCV_2018_paper.pdf

Then, it is extended to cover all detection tasks including the ones evaluated by this api (i.e. object detection, instance segmentation and keypoint detection):

https://arxiv.org/abs/2011.10772