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vt-vl-lab / iCAN

[BMVC 2018] iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection
https://gaochen315.github.io/iCAN/
MIT License
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detection AP #24

Closed YueLiao closed 5 years ago

YueLiao commented 5 years ago

Hi， I would like to know the detector performance on HICO-Det dataset. Could you report the AP? On HICO-DET dataset, the same object may be annotated by several bouding-boxes which have high IOU with each other. I wonder if you have done something for it, when training the detector.

gaochen315 commented 5 years ago

I didn't finetune the object detector on HICO-DET at all. I used the off-the-shelf Detectron with ResNet-50-FPN backbone and performed the object detection on the testing split.

I also noticed that some objects were annotated several times. I merge the bounding boxes if they 1) have an IOU higher than 0.6 and 2) have the same object categories.

Hope this helps.

YueLiao commented 5 years ago

I got it. Thanks for your reply.