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khchow-gt avatar khchow-gt commented on May 24, 2024

Could you confirm if the detection results you passed to generate_attack_targets contain at least one object?

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nikunjpansari avatar nikunjpansari commented on May 24, 2024

For both the images and some other images also, it is showing the same error. The detection_query is returning an empty array which is being passed into the generate_attack_targets So, I think this may be the reason for the above error, is that so? If it is because of this, can you please resolve it as it won't run for all test images (4972) in PASCAL VOC 2007 dataset then?

Screenshot from 2022-07-24 23-26-50

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khchow-gt avatar khchow-gt commented on May 24, 2024

The above error is generated by empty detection results on benign images. Having at least one detected object is needed for mislabeling attacks as the goal of the attack is to fool the detector to mislabel an existing object. Since the images to be skipped depend on the detector you use, it is recommended to simply add an if-clause to skip if the number of detected objects is zero.

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