xiaowen0110 / CIKM2020AnalytiCup-adversarial-attack-for-general-object-detectors

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CIKM2020AnalytiCup Adversarial attack for Object Detection

requirement: torch torchvision pillow numpy tqdm scipy scikit-image mmdetection https://github.com/open-mmlab/mmdetection

PS:Copy the dir "mmdetection" to this project, and replace the same files using "mmdetection_revised" in this project.

There are 3 step to get the final result using three functions in "eval.py"

step1: generage general attacking pattern, line 363-367 step2: attacking white boxes, line 370 step3: optimization, line 373

The sumplemetal introduction in Chinese and pretrained model can be downloaded at:https://pan.baidu.com/s/1a0TO9wEWMMiEUTPaBn88cA password:89f1

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License:Apache License 2.0


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Language:Python 100.0%