This repo is for the Adversarial Attack Competition of CVPR workshop 2024.

Below we generate perturbation to attack objects, such as car, person, stop sign and etc.

• clone repo

git clone --recursive git@github.com:marioyyds/EMA.git

• python==3.8
• mmdetection v3.3.0

# case 1 (recommended)
cd mmdetection
pip install -v -e .

# case 2
pip install -U openmim
mim install mmengine
mim install "mmcv>=2.0.0"
mim install mmdet==3.3.0

• pip install -r requirements.txt

Place your datasets to data folder as following.

1. run python mmdet_model_info.py to download pre-trained models from MMCV.

2. run python attack_ensemble_patch.py to perform attacks.